# v b try # seed iter score vbar e'(A) 1 20 20 3 11891185 10 66.5 7 0.2714 Best design: 10 18 5 2 14 12 8 15 6 0 17 11 13 16 3 7 19 9 1 4 7 9 10 11 15 17 13 0 5 3 16 8 18 19 2 14 4 12 6 1 Concurrence matrix: 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 2 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 2 1 0 0 0 1 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 1 0 0 0 1 0 0 0 0 0 2 0 0 1 0 1 0 0 0 0 0 0 2 0 0 1 0 0 0 0 0 1 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 2 0 0 0 0 1 0 2 1 0 0 0 0 2 0 0 0 0 2 1 0 1 2 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 2 20 21 2 -1182191862 20 46.9333 4.9404 0.3663 Best design: 14 2 18 7 6 11 12 10 9 4 19 3 13 1 15 1 16 8 17 0 5 18 16 0 17 11 2 5 19 12 9 8 0 4 10 14 13 1 15 6 7 3 Concurrence matrix: 3 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 3 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 2 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 1 0 0 0 1 2 0 0 1 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 1 0 0 1 0 2 0 0 0 0 2 0 0 0 2 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 3 20 22 8 2008863116 25 37.7429 3.9729 0.4348 Best design: 18 8 4 0 19 2 11 15 16 0 10 2 3 7 17 1 13 9 12 14 5 6 0 1 5 10 18 11 16 9 8 7 17 15 4 14 12 13 19 6 3 2 1 3 Concurrence matrix: 3 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 3 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 3 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 2 0 0 0 0 0 0 0 1 0 0 0 2 0 0 0 0 0 1 0 0 0 0 2 0 0 0 0 0 0 1 0 0 2 0 0 0 0 1 0 0 0 2 0 0 0 0 1 0 0 2 0 0 0 0 0 1 2 0 0 0 0 0 2 0 0 0 0 2 0 0 0 2 0 0 2 1 2 # v b try # seed iter score vbar e'(A) 4 20 23 1 -1081612712 24 32.0518 3.3739 0.4897 Best design: 8 4 0 0 5 2 10 12 14 17 6 16 9 15 18 4 19 1 3 11 3 7 13 9 10 19 12 8 15 3 1 1 0 5 4 2 16 17 7 2 11 13 6 18 14 5 Concurrence matrix: 3 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 3 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 3 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 3 0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 3 1 0 1 0 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 2 1 0 0 0 2 0 0 0 2 1 0 2 0 2 # v b try # seed iter score vbar e'(A) 5 20 24 1 1721661103 32 28.3286 2.982 0.531 Best design: 6 9 14 16 5 18 0 13 10 8 2 17 15 5 7 19 12 11 3 4 7 3 1 0 10 4 0 6 13 5 11 7 2 2 15 4 1 12 16 3 1 6 14 19 17 8 9 18 Concurrence matrix: 3 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 3 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 3 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 3 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 3 0 0 0 0 0 0 1 1 0 0 0 0 1 0 3 0 0 0 1 1 0 0 0 0 1 0 0 0 3 0 0 0 0 0 1 0 0 1 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 2 0 0 0 2 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 6 20 25 3 -2147210111 25 25.3667 2.6702 0.5693 Best design: 4 17 8 7 8 6 7 0 0 10 1 15 12 3 14 3 9 16 5 13 19 18 2 11 5 15 6 4 9 13 19 17 18 11 5 2 2 9 14 4 6 10 3 0 7 1 8 12 1 16 Concurrence matrix: 3 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 3 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 3 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 3 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 3 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 1 0 1 3 0 1 0 0 0 1 0 0 0 1 0 0 3 0 0 0 0 1 0 0 0 0 1 0 3 1 0 1 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 2 0 0 0 2 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 7 20 26 3 -1185663541 33 23.408 2.464 0.5932 Best design: 0 7 1 16 6 10 12 18 7 0 2 8 9 11 3 11 9 14 5 19 10 5 15 4 17 13 5 13 6 3 8 9 4 1 0 15 18 16 19 1 12 4 2 2 3 8 17 14 11 10 7 6 Concurrence matrix: 3 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 3 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 3 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 3 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 3 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 0 0 0 0 3 0 1 0 0 0 0 1 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 0 1 0 0 3 0 0 0 0 0 0 0 1 0 0 1 3 1 0 0 0 0 0 0 0 0 1 3 0 0 0 0 0 0 1 0 0 3 0 0 0 1 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 2 0 0 0 2 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 8 20 27 1 1476646737 38 21.5434 2.2677 0.6206 Best design: 9 4 10 6 12 3 14 8 9 7 10 5 2 3 1 11 15 0 13 18 5 8 17 16 6 11 19 14 7 5 10 15 1 11 9 0 6 12 8 16 4 13 2 3 1 2 13 18 17 4 7 19 12 0 Concurrence matrix: 3 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 3 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 3 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 3 0 0 1 0 1 0 0 0 0 0 0 0 1 0 3 1 0 0 1 0 0 0 0 0 0 0 0 1 3 0 0 0 0 0 0 0 0 1 0 0 0 3 1 0 0 0 0 0 0 0 1 0 0 3 0 0 0 0 1 0 0 0 0 0 3 0 1 0 0 0 0 0 0 0 3 1 0 1 0 0 0 0 0 3 0 0 1 0 0 0 0 3 0 0 0 0 1 0 2 0 0 0 0 0 2 0 0 0 0 2 0 0 0 2 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 9 20 28 1 1982889723 26 20.1352 2.1195 0.6403 Best design: 2 10 4 16 9 14 1 0 8 3 0 18 13 5 13 12 19 17 15 15 14 3 7 6 11 5 1 11 7 8 6 9 1 18 10 7 19 15 13 11 16 2 4 9 2 3 0 8 12 12 14 17 4 6 5 10 Concurrence matrix: 3 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 3 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 3 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 3 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 3 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 1 0 0 3 0 0 0 0 0 0 1 0 0 0 0 0 3 0 1 0 0 0 0 1 0 0 0 1 3 0 0 1 0 0 0 1 0 0 0 3 1 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 3 0 1 0 0 0 0 0 3 0 0 1 0 0 0 3 0 0 0 1 0 3 0 0 0 0 2 0 0 0 2 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 10 20 29 2 256584565 32 18.6782 1.9661 0.6665 Best design: 16 0 2 10 6 8 11 4 16 6 17 11 15 17 3 12 3 1 14 1 19 5 9 5 7 12 13 18 13 14 15 5 19 7 7 10 9 18 11 3 15 17 8 16 13 2 10 12 2 9 4 14 0 4 0 8 6 1 Concurrence matrix: 3 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 3 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 3 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 3 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 1 0 0 0 1 0 0 0 0 0 0 1 0 3 1 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 1 0 0 3 0 0 0 0 1 0 0 0 0 1 3 1 0 0 0 0 0 0 0 1 3 0 0 0 1 0 0 0 0 3 1 1 0 0 0 0 0 3 0 0 0 0 0 0 3 0 1 0 0 0 3 0 1 0 0 3 0 1 0 3 0 0 2 0 2 # v b try # seed iter score vbar e'(A) 11 20 30 1 -1894768619 33 17.207 1.8113 0.6993 Best design: 14 4 18 8 0 6 3 10 17 16 12 17 1 11 9 1 19 9 2 15 19 10 7 15 13 11 7 5 13 18 5 12 14 1 9 8 0 17 5 19 2 6 11 4 8 15 6 18 3 7 12 13 10 2 4 14 16 3 0 16 Concurrence matrix: 3 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 3 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 0 3 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 3 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 0 1 0 0 3 0 1 0 0 0 0 0 0 0 0 1 0 1 3 0 0 1 0 0 0 0 1 1 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 3 0 0 1 0 0 0 1 0 0 3 0 0 1 0 0 0 0 0 3 0 0 0 0 0 0 1 3 0 0 0 0 0 0 3 0 0 0 1 0 3 0 0 0 0 3 0 1 1 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 12 20 31 2 1661882190 31 16.4077 1.7271 0.7097 Best design: 13 0 16 12 8 10 14 6 4 18 3 2 9 19 7 4 9 5 1 0 15 15 11 2 7 1 5 6 13 11 17 12 13 8 10 14 11 2 3 0 17 1 7 10 8 3 1 5 4 19 17 6 16 14 0 9 18 16 12 19 18 15 Concurrence matrix: 4 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 4 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 3 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 3 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 1 0 0 1 0 0 0 0 3 0 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 1 0 0 1 3 1 0 0 0 0 0 0 0 0 0 3 1 1 0 0 0 0 0 0 0 3 0 0 1 0 0 0 1 0 3 1 0 0 0 0 0 0 3 0 0 0 0 0 1 3 0 0 0 0 0 3 1 1 0 0 3 0 0 0 3 1 0 3 0 3 # v b try # seed iter score vbar e'(A) 13 20 32 22 -2043083985 26 15.567 1.6386 0.7247 Best design: 18 8 2 16 0 17 12 17 2 7 4 6 4 13 3 8 10 0 15 14 9 1 19 15 1 11 13 7 5 9 3 5 8 5 19 3 14 16 16 7 6 11 0 4 15 12 9 3 1 11 17 19 10 18 1 18 12 10 0 2 2 6 14 13 Concurrence matrix: 4 0 0 0 1 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 4 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 3 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 3 0 0 1 0 0 0 0 1 0 0 0 0 0 0 3 0 0 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 0 0 1 0 0 3 0 0 0 0 0 0 0 0 0 1 0 3 1 0 0 0 0 0 0 0 0 0 3 1 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 1 0 0 1 0 0 0 3 0 0 0 0 0 0 3 0 0 0 0 1 3 0 1 1 0 3 1 0 0 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 14 20 33 3 1201190963 48 14.8111 1.5591 0.7386 Best design: 0 6 2 2 4 19 5 18 4 10 0 16 17 19 8 1 1 14 5 13 3 15 7 12 17 6 13 11 7 3 15 9 9 18 11 13 17 15 3 8 16 11 5 9 12 4 2 2 12 8 19 18 0 10 5 4 3 16 10 6 1 0 7 14 14 1 Concurrence matrix: 4 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 4 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 4 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1 4 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0 4 0 0 1 0 1 0 0 0 0 1 0 0 1 0 3 0 0 0 1 1 0 1 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 1 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 0 0 0 1 0 0 0 3 0 0 0 0 0 0 3 1 0 0 0 1 3 0 0 0 0 3 1 1 0 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 15 20 34 12 1517979770 44 14.1444 1.4889 0.7507 Best design: 0 12 14 3 18 3 4 1 1 8 10 0 16 13 6 2 19 11 13 8 6 4 15 2 5 5 9 15 14 9 7 17 17 7 17 5 4 12 5 10 18 16 12 11 4 19 7 0 1 9 6 14 2 7 18 15 1 16 13 8 3 0 2 6 10 11 3 19 Concurrence matrix: 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 4 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 4 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 4 0 0 0 0 0 1 1 0 1 0 0 0 0 1 0 0 4 0 0 0 0 0 1 0 0 0 1 1 0 0 1 0 4 0 0 1 0 0 0 1 1 0 0 0 0 1 0 4 0 0 1 0 0 0 0 0 0 0 0 1 1 4 1 0 1 0 0 0 0 0 1 0 0 1 3 0 0 1 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 3 0 0 1 0 0 1 0 0 3 0 0 0 0 0 0 0 3 0 0 0 0 0 0 3 0 0 0 0 0 3 0 0 0 0 3 0 0 0 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 16 20 35 3 -1826287720 55 13.536 1.4248 0.762 Best design: 13 17 4 14 9 15 12 10 16 9 1 3 0 16 15 1 0 4 11 19 2 7 6 12 5 3 8 17 18 11 2 5 6 8 7 2 7 18 8 14 1 9 0 0 16 14 19 11 3 7 10 13 19 4 5 4 13 3 6 12 15 17 5 9 8 1 10 2 6 18 Concurrence matrix: 4 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 4 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 4 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 1 4 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 4 0 0 0 0 1 0 1 0 0 0 0 1 0 1 4 0 1 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 1 0 1 1 0 4 0 0 1 0 0 1 0 0 1 0 0 4 0 0 1 0 1 0 1 0 1 0 3 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 3 0 0 0 0 0 0 3 0 0 0 0 0 3 0 0 0 0 3 0 0 0 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 17 20 36 1 1399281246 49 12.9921 1.3676 0.7718 Best design: 4 12 1 6 7 10 8 18 16 18 17 5 3 3 12 14 1 10 17 19 5 0 9 4 6 0 13 2 11 8 7 14 9 11 2 15 7 3 8 12 2 14 6 11 6 5 1 15 11 7 9 1 2 13 4 8 10 19 17 18 13 10 4 16 0 5 19 3 0 16 15 9 Concurrence matrix: 4 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 1 4 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 4 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 4 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 4 0 0 1 0 1 0 0 0 0 1 0 0 1 0 4 0 1 0 0 0 1 1 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 1 4 0 0 1 0 0 1 0 1 0 0 4 0 0 1 1 0 0 0 0 0 4 0 0 0 0 1 0 1 0 3 0 0 0 0 0 0 0 3 0 0 0 0 0 0 3 0 0 0 0 0 3 0 0 0 0 3 0 0 0 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 18 20 37 15 -647879496 44 12.4779 1.3135 0.7819 Best design: 8 6 2 2 3 14 10 18 11 15 4 10 13 9 1 11 16 0 17 6 19 5 3 17 16 0 13 8 7 14 7 4 5 12 1 12 9 12 7 12 0 16 13 13 4 1 5 6 19 3 7 2 17 6 10 0 11 1 18 9 9 2 18 4 19 15 11 10 8 3 14 5 15 8 Concurrence matrix: 4 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 4 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 4 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 0 4 0 1 0 1 0 0 0 0 1 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 1 0 0 1 0 4 1 0 0 0 1 0 0 0 0 1 0 0 0 4 0 1 1 0 0 0 0 1 0 0 0 0 4 1 0 0 1 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 1 0 0 4 0 0 1 0 0 0 0 0 1 4 0 0 1 0 0 1 0 0 4 0 1 1 0 0 0 0 4 1 0 0 0 0 0 3 0 0 0 0 0 3 0 0 0 0 3 0 0 0 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 19 20 38 27 265135434 51 12.0014 1.2633 0.7916 Best design: 0 0 8 12 4 10 2 14 11 2 13 17 19 11 15 5 6 8 4 6 3 15 7 5 1 10 16 14 12 1 18 7 13 19 3 9 16 9 1 19 9 13 13 0 10 10 1 11 17 0 8 9 5 4 16 3 2 17 2 6 14 8 5 15 11 12 3 12 15 4 18 7 6 18 7 14 Concurrence matrix: 4 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 4 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 4 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 4 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 4 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 1 1 1 0 0 4 0 0 0 0 0 0 1 0 1 0 0 1 4 1 0 0 0 0 0 0 0 0 0 1 4 0 1 0 0 1 0 0 0 1 0 4 0 0 0 1 1 0 0 0 0 4 0 0 0 0 1 0 0 0 4 1 1 0 0 0 0 0 4 0 0 0 1 1 0 4 0 0 0 0 0 4 0 0 1 0 3 0 0 0 3 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 20 20 39 4 1826699734 37 11.5051 1.2111 0.8045 Best design: 18 3 16 0 12 14 16 0 15 4 14 2 10 13 11 15 8 6 10 7 17 11 6 9 5 12 4 19 7 9 8 13 5 17 1 18 2 3 1 5 9 10 2 5 16 7 11 7 14 19 17 12 14 10 3 17 12 9 1 6 13 13 2 0 15 8 15 0 1 11 18 4 16 4 3 19 8 6 Concurrence matrix: 4 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 4 0 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 4 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 1 0 4 0 0 0 0 0 1 1 0 0 0 1 0 0 4 0 0 0 0 0 0 0 1 1 0 0 0 4 0 0 1 0 0 0 0 0 1 0 0 4 1 0 0 0 0 0 0 0 0 0 4 1 1 0 0 0 1 0 0 0 4 0 1 0 0 0 0 0 0 4 0 0 1 0 0 0 0 4 1 0 0 0 1 0 4 0 1 0 0 1 4 0 0 0 1 4 1 0 0 4 0 0 3 0 3 # v b try # seed iter score vbar e'(A) 21 20 40 11 1988176334 40 11.0259 1.1606 0.8185 Best design: 10 16 16 8 9 1 8 13 14 18 14 11 5 12 4 15 6 6 11 19 7 19 0 10 1 18 3 3 2 4 0 17 17 12 15 9 2 7 13 5 12 12 5 7 15 16 5 15 3 1 4 19 10 9 19 8 16 13 18 2 17 6 9 11 13 0 18 8 1 0 7 14 10 3 11 2 17 6 14 4 Concurrence matrix: 4 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 4 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 4 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 4 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 4 0 0 1 0 1 0 0 0 0 0 1 0 0 0 4 1 0 0 0 0 0 1 0 0 1 0 0 1 4 1 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 1 0 0 0 0 4 0 0 1 0 0 1 0 0 0 0 4 1 1 0 0 0 0 1 0 0 4 0 0 0 1 0 0 1 1 4 0 0 0 1 0 0 0 4 1 1 0 0 0 0 4 0 0 1 0 0 4 0 0 0 0 4 0 0 0 4 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 22 20 41 4 -115499083 44 10.6949 1.1258 0.8233 Best design: 8 9 0 13 19 2 15 4 0 3 5 7 7 4 13 12 6 16 3 2 15 8 10 17 6 17 11 14 10 1 16 11 9 14 5 12 18 18 1 19 0 3 11 18 16 1 0 16 17 3 5 15 14 1 14 7 5 19 4 6 15 10 1 17 12 9 0 8 18 8 4 6 13 2 9 7 11 10 19 2 12 13 Concurrence matrix: 5 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 5 1 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 4 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 4 0 1 0 0 0 0 1 0 0 1 0 0 0 0 4 0 0 1 0 0 0 0 0 0 1 0 0 1 4 0 0 0 0 0 1 1 0 0 0 0 0 4 0 1 1 0 0 0 0 0 0 0 0 4 0 1 0 0 1 0 0 0 0 0 4 0 0 0 0 1 0 1 1 0 4 1 1 0 0 0 0 0 0 4 0 0 0 0 1 0 1 4 0 0 1 0 0 0 4 0 0 0 1 0 4 1 0 0 0 4 0 0 0 4 0 0 4 1 4 # v b try # seed iter score vbar e'(A) 23 20 42 13 334079435 53 10.3763 1.0922 0.8284 Best design: 18 3 0 4 10 7 0 12 8 13 14 15 1 17 3 4 16 6 5 9 0 1 5 13 6 18 10 11 12 19 15 9 16 2 11 2 17 1 8 14 7 19 4 17 17 0 12 9 7 19 18 11 0 14 8 12 15 10 2 3 6 6 5 11 1 7 19 2 15 3 13 14 2 10 9 5 4 13 16 16 3 1 8 18 Concurrence matrix: 5 0 0 0 1 1 0 1 0 0 0 0 0 0 1 0 0 1 0 0 5 0 0 0 1 0 0 1 0 0 1 0 0 1 0 1 0 0 0 5 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 1 0 5 0 0 1 0 1 0 0 1 0 0 0 1 0 1 0 0 4 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 1 4 1 1 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 4 1 0 0 0 0 0 1 0 0 0 4 0 1 0 0 1 0 0 0 0 4 0 1 0 0 0 0 0 0 4 1 0 0 0 1 0 1 4 0 0 0 0 0 0 4 1 0 0 0 1 4 0 0 0 0 4 1 0 0 4 0 0 4 1 4 # v b try # seed iter score vbar e'(A) 24 20 43 21 704007115 49 10.0783 1.0609 0.833 Best design: 4 18 0 12 8 14 8 10 11 7 7 16 15 6 11 2 6 5 14 16 0 12 4 1 9 3 17 10 1 18 13 3 19 9 5 2 17 4 15 5 19 0 13 6 10 17 2 5 3 12 2 1 0 5 0 19 7 16 14 3 11 4 9 15 13 19 6 8 16 1 1 12 3 18 15 11 10 17 7 14 9 8 18 2 13 4 Concurrence matrix: 5 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 1 1 0 0 5 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 0 0 5 0 0 0 0 1 0 0 1 0 1 0 1 0 0 0 0 1 5 0 0 1 0 0 0 0 0 0 0 1 1 1 0 1 0 5 0 1 0 0 1 0 0 0 1 1 0 0 0 0 1 5 0 1 1 0 0 1 0 0 0 0 0 1 1 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 1 0 0 1 0 0 0 0 4 1 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 1 0 4 0 0 0 0 1 0 0 1 4 1 0 0 0 0 0 0 4 0 0 0 0 1 0 4 0 0 1 0 0 4 0 0 0 1 4 0 0 0 4 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 25 20 44 16 -846388032 56 9.7857 1.0301 0.8384 Best design: 0 14 15 2 7 17 19 4 14 2 2 6 10 10 0 16 6 18 18 6 9 16 3 3 5 19 0 12 15 12 13 8 7 9 4 13 7 11 8 1 17 5 11 1 16 13 5 10 15 2 2 17 11 14 5 1 8 7 3 1 13 11 9 19 6 7 19 15 16 4 9 4 6 5 0 3 14 10 18 12 4 3 12 17 0 18 1 8 Concurrence matrix: 5 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 0 5 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 1 0 0 5 0 0 1 0 0 0 0 1 0 0 0 1 0 0 1 0 1 5 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 1 5 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1 5 0 0 0 0 0 0 1 0 0 1 1 0 1 0 5 0 0 1 0 0 0 1 0 1 0 0 0 1 5 0 0 1 0 0 0 1 1 1 0 0 0 4 0 1 0 1 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 1 0 4 1 0 0 0 0 0 0 4 1 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 26 20 45 12 -429454722 58 9.5243 1.0026 0.8423 Best design: 4 6 11 18 0 8 10 14 12 10 3 9 2 18 16 6 17 4 14 7 11 13 1 17 9 0 12 16 3 5 1 15 8 9 7 2 0 19 3 19 5 8 13 7 15 10 10 2 1 5 19 14 2 16 8 13 5 16 6 6 0 3 0 3 15 17 15 11 7 18 11 4 19 12 14 4 2 17 4 6 9 13 1 18 5 7 9 8 12 1 Concurrence matrix: 5 0 0 0 1 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 5 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1 5 0 0 0 0 0 0 1 0 1 0 0 1 1 1 0 0 0 5 0 0 0 0 0 0 0 0 1 1 1 0 0 1 1 0 5 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 5 0 1 0 1 0 0 0 0 1 0 0 0 0 1 5 1 0 0 1 0 0 0 0 0 1 0 1 0 5 0 0 0 0 1 0 0 1 0 1 0 0 5 1 1 0 0 1 0 0 0 1 0 1 5 0 0 0 0 0 0 0 0 1 0 4 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 1 0 0 4 0 0 0 1 0 0 0 4 0 1 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 1 4 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 27 20 46 10 -1157187195 68 9.2447 0.9731 0.8489 Best design: 10 16 2 5 2 14 15 5 6 0 4 18 1 5 18 8 16 15 19 7 4 11 12 17 14 10 11 7 7 12 2 6 0 9 13 19 1 3 8 17 0 13 1 9 9 3 19 8 13 14 7 9 4 3 12 14 1 11 0 18 4 11 3 2 11 16 17 1 7 8 8 5 12 18 10 0 9 17 10 4 5 3 13 6 2 10 15 6 16 6 19 15 Concurrence matrix: 5 1 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 0 0 5 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 5 0 0 0 0 1 1 1 0 0 0 1 0 1 0 0 0 0 5 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 1 5 0 0 0 0 1 0 0 0 0 0 1 0 1 1 0 5 0 0 0 0 1 0 0 1 1 0 0 0 1 0 5 0 0 1 0 0 1 1 0 0 0 1 0 0 5 0 0 1 0 1 0 0 0 1 0 1 0 5 0 0 1 0 0 1 0 1 1 0 0 5 0 0 0 0 1 0 0 0 0 1 5 0 0 0 0 0 0 1 0 1 5 1 0 0 0 0 0 1 1 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 28 20 47 30 199766982 58 8.9899 0.9463 0.8544 Best design: 4 12 16 0 14 10 8 19 10 6 12 8 19 2 12 14 13 11 17 6 2 15 2 7 5 11 11 0 3 9 16 7 4 18 9 18 3 5 3 9 7 1 13 15 1 17 6 0 11 4 10 6 11 3 4 2 19 17 0 5 8 15 1 8 13 7 15 19 0 1 10 12 14 4 18 10 7 1 5 17 5 16 13 16 3 6 2 14 12 9 9 18 8 13 Concurrence matrix: 5 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0 1 0 5 1 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 0 5 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 1 5 0 1 1 0 1 0 1 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 5 0 1 0 0 0 0 1 0 0 0 0 0 1 1 5 0 0 0 0 0 0 1 1 1 0 0 0 1 5 0 1 1 0 0 0 1 0 0 1 0 0 5 0 0 0 0 1 0 0 0 1 0 0 5 0 0 0 1 0 1 1 0 0 0 5 1 0 0 0 0 0 0 0 0 5 1 1 1 0 0 0 0 0 5 0 0 1 0 1 0 0 5 0 0 0 0 1 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 29 20 48 9 1719314140 51 8.7425 0.9203 0.8603 Best design: 14 9 14 16 2 12 16 19 0 10 1 10 8 12 2 0 12 18 8 14 19 3 4 8 15 4 18 3 9 13 13 3 1 6 17 15 5 7 13 7 5 7 6 11 9 15 17 11 16 7 5 8 1 3 15 6 6 18 14 7 1 19 15 2 11 11 11 18 10 14 3 17 12 5 0 0 6 12 8 17 19 16 9 5 9 4 0 1 13 13 4 4 2 10 10 2 Concurrence matrix: 5 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 5 1 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 1 5 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 5 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 5 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 5 0 0 0 1 0 0 0 1 1 1 0 0 0 0 5 0 0 1 0 0 0 0 0 0 1 0 0 1 5 0 1 1 0 0 1 0 0 0 0 0 0 5 0 0 1 0 1 0 0 1 1 0 0 5 0 0 0 0 0 0 0 1 0 0 5 0 0 0 0 1 0 1 1 1 5 1 0 0 0 0 0 1 0 5 1 0 1 0 0 0 1 5 0 0 0 0 0 0 5 0 1 0 1 0 5 1 0 0 0 4 0 0 0 4 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 30 20 49 17 1278598584 51 8.4881 0.8935 0.868 Best design: 4 4 0 12 2 6 16 2 10 4 8 1 14 10 10 16 13 3 7 18 17 3 15 6 7 14 7 3 8 17 18 0 12 19 15 11 8 5 11 1 5 19 5 9 17 13 9 1 13 5 9 10 9 13 4 14 0 15 17 1 5 8 14 17 11 4 2 12 15 8 15 16 11 19 13 14 7 6 2 1 9 18 6 6 12 3 7 2 16 10 0 11 3 12 18 16 0 19 Concurrence matrix: 5 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 5 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 5 1 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 5 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 5 1 1 0 0 1 0 0 0 1 0 0 0 1 0 0 5 0 1 0 0 1 1 0 0 0 0 0 0 0 0 5 0 1 0 0 1 0 0 0 1 0 0 0 1 5 0 0 0 0 1 0 1 0 0 0 0 1 5 0 0 0 0 0 1 0 0 1 0 0 5 0 0 1 0 0 0 1 0 0 0 5 0 0 0 1 1 0 1 0 0 5 1 0 0 0 1 0 0 0 5 0 0 0 0 1 1 0 5 1 0 0 0 1 1 5 0 1 0 0 0 5 1 0 1 0 5 0 0 0 5 0 0 4 0 4 # v b try # seed iter score vbar e'(A) 31 20 50 5 1358616077 59 8.2464 0.868 0.8755 Best design: 10 6 12 16 0 10 13 2 9 0 18 0 14 16 3 11 10 12 19 4 9 5 4 1 3 8 5 16 17 15 2 9 14 7 11 19 19 1 15 18 11 17 13 6 14 1 7 3 5 8 0 18 17 18 3 17 7 6 7 13 4 15 11 1 19 5 5 15 13 19 14 12 17 14 9 15 3 11 16 2 13 2 4 12 2 1 8 12 4 7 8 9 16 10 0 6 8 6 18 10 Concurrence matrix: 5 0 0 1 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 0 5 0 0 0 0 1 0 0 0 0 0 1 0 1 0 1 0 0 1 5 0 0 0 1 0 0 1 0 1 0 1 0 1 0 0 0 0 5 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 1 5 0 0 0 0 0 0 0 0 0 1 1 0 1 1 1 5 0 0 0 0 1 1 1 0 0 0 0 0 1 0 5 0 0 0 1 0 0 0 0 0 0 0 1 0 5 1 1 0 0 1 1 0 0 0 0 1 0 5 0 1 1 0 0 0 1 0 0 0 1 5 0 0 0 0 1 0 0 1 0 0 5 0 0 0 0 0 0 1 0 0 5 0 0 1 0 1 0 0 0 5 0 0 1 0 1 0 0 5 0 0 1 0 0 1 5 0 0 0 0 0 5 0 0 0 0 5 1 1 0 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 32 20 51 2 -107211343 52 8.0621 0.8486 0.878 Best design: 10 6 0 16 8 12 18 3 2 14 19 4 14 0 10 14 6 15 8 16 10 12 18 3 7 2 9 13 13 7 11 7 4 1 19 0 2 17 15 11 1 19 5 5 4 16 13 17 1 15 9 8 3 4 18 0 8 11 15 5 9 9 3 2 5 17 16 17 1 3 13 7 9 6 5 12 1 0 17 15 18 14 4 14 16 1 11 12 2 12 10 6 10 18 19 13 8 19 0 7 11 6 Concurrence matrix: 6 0 0 0 1 1 0 0 1 1 0 1 0 0 0 0 0 1 0 0 6 1 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 0 1 5 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 5 1 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 5 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 1 1 5 0 0 1 0 0 0 0 0 0 0 1 1 0 5 0 0 1 0 1 0 0 0 0 0 1 0 5 0 1 0 1 0 0 0 1 0 0 0 5 0 0 1 0 1 0 0 0 0 1 5 1 0 0 0 0 0 1 0 1 5 0 0 1 1 0 0 1 0 5 0 0 1 0 0 0 0 5 0 1 1 1 0 1 5 0 1 0 0 0 5 0 0 0 0 5 0 1 0 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 33 20 52 19 -1610312562 54 7.8896 0.8305 0.8799 Best design: 11 2 16 18 1 2 18 4 19 6 0 6 8 14 9 13 14 12 13 2 18 8 19 12 10 17 7 9 17 7 5 1 11 5 10 15 0 0 16 3 15 7 5 16 12 19 3 3 15 13 1 4 6 16 1 14 7 12 19 1 2 17 12 7 13 8 11 2 11 9 6 5 1 9 6 18 0 15 5 10 16 3 14 8 4 15 3 4 11 13 14 18 19 9 0 10 17 10 17 4 8 3 0 2 Concurrence matrix: 6 1 0 0 0 1 0 0 0 0 1 1 1 1 0 0 0 0 0 0 6 0 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 6 0 1 1 0 0 0 0 0 0 1 1 0 0 1 0 0 1 6 1 0 0 1 0 0 1 0 0 1 0 0 0 1 1 0 5 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 5 0 1 0 0 0 0 0 0 1 1 0 0 0 0 5 1 0 0 0 1 0 1 0 0 0 1 0 1 5 0 1 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 1 1 1 0 0 0 0 5 1 1 1 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 1 5 0 0 1 0 0 0 0 0 5 0 0 0 0 1 1 0 5 0 0 0 0 0 0 5 0 1 0 1 0 5 0 1 0 1 5 1 0 0 5 0 0 5 1 5 # v b try # seed iter score vbar e'(A) 34 20 53 2 -2123554723 61 7.7181 0.8124 0.8825 Best design: 12 8 0 4 0 4 16 18 6 8 13 6 12 19 2 14 18 0 6 17 10 5 2 11 4 15 9 14 7 14 1 17 1 7 16 1 8 12 13 3 9 5 2 19 11 15 19 5 7 10 11 3 3 4 4 18 16 17 19 11 2 13 15 5 2 5 1 16 5 1 10 3 7 9 15 15 0 13 3 6 9 6 17 8 4 14 12 9 13 7 18 0 12 18 16 17 10 3 0 2 10 11 8 1 14 19 Concurrence matrix: 6 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 1 0 6 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 0 1 1 6 0 0 0 1 0 0 0 0 0 0 0 0 1 1 1 1 1 6 0 0 1 0 0 0 0 1 1 0 1 1 0 0 0 1 6 0 0 0 1 0 0 0 1 1 0 0 1 1 0 1 6 0 0 0 0 1 0 1 1 1 1 1 0 0 0 5 1 0 1 0 0 0 1 0 0 0 0 0 0 5 1 0 0 1 1 0 0 0 0 1 0 0 5 0 1 0 0 0 0 1 0 0 0 0 5 1 0 0 0 1 0 1 0 1 0 5 0 0 0 0 0 0 0 0 1 5 0 0 0 0 1 0 0 0 5 0 0 0 0 0 1 0 5 0 0 0 0 0 0 5 0 0 1 0 0 5 0 0 0 0 5 0 0 0 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 35 20 54 9 1680945423 74 7.5545 0.7952 0.8849 Best design: 8 19 0 0 8 7 1 7 2 10 6 5 16 4 6 9 15 14 4 9 1 5 4 16 12 2 14 6 11 3 18 3 5 0 19 10 19 9 13 17 17 7 3 13 11 18 15 2 1 10 12 8 13 12 7 7 17 1 11 16 12 13 16 15 14 0 1 10 15 4 2 8 17 3 11 13 19 10 3 9 3 18 5 16 11 17 19 18 2 0 6 18 9 6 8 12 5 14 4 7 5 0 6 14 15 2 1 4 Concurrence matrix: 6 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 0 6 0 0 0 0 1 0 0 0 0 1 1 1 0 0 1 0 0 0 6 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 0 1 6 0 1 0 0 0 1 0 0 1 0 1 0 1 1 0 0 6 0 0 0 0 1 1 1 1 0 0 0 0 1 0 1 6 0 0 0 0 0 1 0 1 0 1 0 0 0 1 6 0 0 0 0 0 0 0 1 1 0 1 1 1 6 1 0 0 0 1 1 0 0 1 0 1 1 5 0 0 1 0 0 1 0 0 1 0 0 5 0 0 0 1 0 0 0 0 1 0 5 0 0 0 1 1 1 0 0 0 5 0 0 0 0 0 0 1 0 5 0 0 1 0 0 0 0 5 1 0 0 0 0 0 5 0 0 0 0 0 5 0 0 0 0 5 0 0 0 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 36 20 55 23 805897338 75 7.389 0.7778 0.8883 Best design: 19 18 1 4 3 2 18 4 8 16 3 8 14 0 2 12 13 10 8 18 17 16 14 17 6 10 4 6 15 14 9 0 19 11 9 0 3 1 5 7 11 9 7 12 5 7 1 6 2 5 13 15 13 15 19 10 10 12 6 17 19 1 1 1 14 10 13 4 3 15 2 3 9 7 7 15 2 0 16 18 5 11 0 8 9 6 12 4 9 12 19 11 3 7 16 2 8 11 5 4 0 16 17 13 17 6 18 5 14 8 Concurrence matrix: 6 0 0 1 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 1 6 0 1 1 0 0 0 1 0 0 0 1 0 0 0 1 0 1 0 6 0 0 0 0 0 0 0 0 1 1 1 0 1 1 0 0 1 6 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 6 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 6 0 1 0 0 1 0 1 1 0 0 0 1 0 0 6 0 0 1 0 0 0 1 0 0 0 1 1 0 6 1 0 0 1 0 0 0 0 1 0 1 0 6 1 0 0 0 1 0 1 0 0 0 1 6 1 1 1 0 1 0 0 0 0 0 5 0 0 0 0 0 0 0 1 1 5 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 1 1 0 0 0 5 0 1 1 0 5 1 0 0 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 37 20 56 19 1522649153 77 7.2282 0.7609 0.8919 Best design: 4 19 6 18 18 12 16 0 4 11 0 11 18 15 15 14 16 6 14 15 13 12 3 10 5 8 2 9 2 3 14 2 5 6 8 3 1 13 9 11 10 7 13 10 7 8 4 7 19 17 1 9 17 5 1 0 3 15 12 4 7 11 4 3 9 10 17 9 11 11 1 7 10 5 9 8 0 4 10 5 19 3 12 17 8 1 1 19 13 15 16 6 17 12 6 0 2 2 14 14 16 13 19 6 0 16 18 8 5 18 2 7 Concurrence matrix: 6 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 1 6 1 1 0 0 0 0 0 0 0 0 0 0 1 1 0 1 1 0 6 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 1 6 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 6 1 0 0 0 1 0 0 1 0 0 0 1 1 1 6 1 0 1 0 0 1 0 0 1 0 0 0 0 6 0 0 0 0 0 0 1 0 1 0 1 0 6 1 0 0 0 1 0 1 1 0 0 0 6 0 1 0 0 1 0 0 1 0 0 6 1 0 0 1 0 1 0 0 0 6 1 0 0 1 0 0 1 0 5 1 0 0 0 0 0 0 5 1 0 0 0 0 0 5 0 0 0 0 0 5 0 0 0 1 5 1 0 0 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 38 20 57 27 -1453896287 81 7.0643 0.7436 0.8965 Best design: 6 4 10 10 12 2 18 4 17 19 8 8 7 16 4 14 5 13 6 18 5 19 15 15 6 12 16 9 8 0 1 10 9 2 0 11 2 12 11 11 0 3 1 7 14 17 17 16 5 3 15 1 9 7 3 13 13 10 6 7 9 10 7 1 14 12 10 16 13 8 0 15 2 4 19 13 9 19 3 11 9 18 3 6 14 14 13 12 11 0 11 7 1 17 8 5 16 17 4 19 18 1 6 5 3 8 18 12 0 5 4 2 15 2 Concurrence matrix: 6 1 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 6 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 1 1 6 1 0 0 0 1 0 0 0 1 0 1 1 0 0 1 0 0 6 1 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 6 1 1 1 0 0 0 0 0 0 1 1 0 0 0 0 6 0 0 1 1 0 1 0 0 0 0 0 1 0 1 6 0 0 0 1 0 0 1 0 0 1 1 1 0 6 1 0 1 0 0 0 0 0 0 0 1 0 6 0 0 0 1 1 1 0 1 0 0 0 6 1 0 0 0 1 1 0 0 1 0 6 1 1 0 0 0 0 0 0 1 6 0 0 0 1 1 0 0 0 6 0 0 1 0 1 0 0 6 0 1 0 0 0 1 5 0 0 0 0 0 5 0 0 0 0 5 0 0 0 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 39 20 58 25 -1657449408 74 6.9145 0.7278 0.9002 Best design: 8 16 0 12 8 2 2 14 1 18 3 6 10 5 5 4 4 6 1 10 12 12 13 15 0 6 14 7 16 3 17 15 7 16 2 0 11 11 9 3 9 11 5 19 17 1 19 10 4 19 8 14 13 7 15 18 9 13 5 0 11 5 19 15 3 7 11 1 7 2 3 13 3 9 13 1 17 19 9 14 15 10 10 10 17 4 2 11 4 8 0 1 12 9 15 4 8 18 6 12 0 13 5 8 12 17 2 16 7 16 6 6 14 14 18 18 Concurrence matrix: 6 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 1 0 0 0 6 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 1 1 0 6 1 1 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 6 0 1 0 1 0 0 1 1 0 0 0 0 0 0 1 0 6 0 0 1 0 1 0 1 0 1 0 0 0 1 0 0 6 0 0 1 0 0 0 1 1 0 0 0 1 0 0 6 1 0 1 1 0 0 1 0 0 0 0 0 0 6 1 0 0 0 0 0 1 0 0 0 0 0 6 1 0 0 0 0 0 1 0 0 0 1 6 0 0 1 0 0 0 0 0 1 0 6 0 0 0 0 1 0 1 0 1 6 1 0 0 1 0 0 0 0 6 0 1 0 0 0 0 1 6 0 1 0 0 1 1 6 1 1 1 1 0 6 0 0 0 0 5 0 0 1 5 0 0 5 0 5 # v b try # seed iter score vbar e'(A) 40 20 59 8 1467410511 63 6.7472 0.7102 0.9068 Best design: 1 2 16 16 4 0 12 0 6 6 4 12 10 12 19 8 17 17 2 14 3 8 9 10 9 4 11 13 0 3 18 14 1 14 7 6 15 10 11 7 11 19 1 5 3 9 16 7 5 15 13 17 5 2 15 18 19 8 13 8 9 6 18 3 3 1 17 7 11 2 5 14 11 8 6 1 16 8 11 12 3 15 5 16 7 18 9 15 16 13 19 10 7 17 15 1 2 0 12 2 9 18 0 14 12 10 13 4 14 0 19 6 17 4 4 5 13 10 Concurrence matrix: 6 0 0 1 0 1 0 0 0 0 0 1 0 1 0 1 0 1 0 0 6 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 1 1 0 6 0 1 0 0 0 1 1 1 1 0 0 0 0 0 1 0 0 6 1 0 0 0 1 0 0 0 1 0 1 0 1 0 0 0 6 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 6 1 0 0 0 1 0 1 0 0 0 0 0 0 1 6 1 1 0 0 1 0 0 0 1 1 0 0 0 6 0 0 0 0 1 1 1 0 0 1 0 0 6 0 0 0 0 1 0 0 0 0 0 1 6 0 0 1 1 0 1 1 0 0 1 6 0 0 1 1 0 1 0 0 0 6 1 0 1 0 0 0 1 0 6 0 0 0 0 0 0 0 6 0 0 0 0 1 0 6 1 0 0 0 1 6 0 0 0 0 6 1 1 0 6 0 1 5 0 5 # v b try # seed iter score vbar e'(A) 41 20 61 18 1909079817 64 6.4858 0.6827 0.9125 Best design: 6 2 2 0 12 12 0 18 14 17 1 8 8 14 4 15 0 12 11 10 5 3 5 18 15 11 16 6 1 17 4 19 18 16 16 6 10 4 0 3 10 8 5 13 11 13 19 7 7 15 14 9 19 2 9 9 7 1 3 17 13 18 15 11 4 19 9 1 17 16 5 12 7 3 17 10 13 11 5 16 13 0 12 7 19 18 8 7 10 14 3 3 11 9 12 15 5 16 2 14 15 17 9 13 19 6 1 14 4 18 0 8 10 4 1 2 0 1 6 6 2 8 Concurrence matrix: 7 1 0 0 1 1 0 0 0 1 0 1 0 0 1 1 0 0 0 0 7 1 0 0 0 1 1 0 0 0 0 1 1 1 0 0 0 0 0 6 0 1 0 0 0 0 1 0 1 0 0 0 1 0 1 0 0 6 1 0 1 0 1 0 0 0 1 0 0 1 0 1 0 0 6 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 6 1 1 0 0 0 0 1 1 0 0 0 1 0 0 6 0 0 0 1 1 0 0 0 0 0 0 1 0 6 1 0 0 0 0 0 0 0 1 0 1 0 6 1 0 1 0 1 1 0 0 0 0 0 6 1 0 1 0 0 0 0 0 1 0 6 0 0 1 0 0 1 1 0 0 6 0 0 0 0 1 0 0 1 6 0 0 0 1 0 0 1 6 0 1 0 0 0 1 6 0 1 1 0 1 6 1 0 1 0 6 0 0 0 6 1 0 6 1 6 # v b try # seed iter score vbar e'(A) 42 20 62 15 1552977464 68 6.3776 0.6713 0.913 Best design: 0 8 12 0 16 14 14 10 6 6 16 2 11 12 18 0 5 2 19 3 15 3 18 7 16 7 4 6 18 5 9 9 2 0 3 19 9 14 10 4 8 1 17 13 2 10 7 13 4 13 17 15 12 11 11 17 1 15 19 5 1 8 8 15 4 3 0 11 15 11 1 14 12 5 2 8 16 13 13 19 17 19 1 9 15 3 9 2 9 12 3 18 5 10 1 17 1 14 14 0 8 2 19 16 6 4 0 7 6 11 17 7 18 4 3 12 18 10 13 7 16 6 10 5 Concurrence matrix: 7 0 1 1 0 0 0 0 1 0 0 0 0 1 1 0 1 1 0 0 7 1 1 0 0 1 0 0 0 1 0 0 1 0 1 1 0 0 0 7 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 1 7 0 0 0 1 0 1 0 0 1 0 0 0 0 0 1 1 6 0 0 0 0 1 0 0 1 1 0 1 0 1 0 0 6 1 0 1 1 0 0 0 1 0 0 0 0 1 0 6 1 0 0 0 0 1 0 1 0 0 1 0 0 6 0 0 1 0 0 1 0 1 0 0 0 0 6 0 1 0 1 0 0 1 0 0 0 1 6 1 0 0 0 1 0 1 0 0 0 6 1 0 0 0 0 0 1 0 0 6 1 1 1 0 0 0 1 0 6 0 0 0 1 0 0 0 6 0 0 0 0 0 0 6 1 0 0 0 1 6 0 0 1 0 6 0 1 1 6 1 1 6 0 6 # v b try # seed iter score vbar e'(A) 43 20 63 24 778608712 71 6.2779 0.6608 0.9128 Best design: 10 4 19 2 5 0 6 18 18 2 15 18 12 12 10 8 16 16 0 4 14 10 16 6 3 7 4 15 0 14 12 11 2 19 2 8 8 1 13 15 14 9 5 3 11 1 19 9 17 1 11 5 3 5 6 17 9 3 7 7 13 13 17 3 13 0 15 10 11 3 15 7 6 1 12 19 3 11 0 9 0 5 5 13 7 7 4 17 6 19 4 13 9 1 15 9 2 17 4 1 10 18 16 5 8 16 8 12 14 14 11 18 17 6 12 16 2 1 0 18 14 19 8 2 10 4 Concurrence matrix: 7 0 0 0 0 1 0 0 1 0 0 1 0 1 0 0 1 1 0 1 7 0 0 0 0 1 0 1 0 1 0 1 0 1 1 0 1 0 0 7 0 0 1 1 0 0 1 0 0 0 1 0 1 0 1 0 1 7 0 0 1 0 1 0 1 0 1 0 1 0 1 1 0 0 7 1 1 0 1 0 0 0 0 1 0 1 0 1 0 1 7 0 0 0 0 1 0 1 0 1 0 1 0 0 0 6 1 0 0 0 1 0 0 0 0 0 0 0 0 6 1 0 1 0 0 0 0 0 1 0 1 1 6 1 0 0 0 0 0 0 0 0 0 0 6 0 1 0 0 1 0 1 0 1 0 6 1 0 1 0 0 0 0 0 0 6 1 0 0 1 0 0 0 0 6 0 0 0 0 0 1 1 6 1 0 0 0 1 0 6 0 0 0 0 1 6 1 0 1 0 6 0 0 0 6 1 0 6 0 6 # v b try # seed iter score vbar e'(A) 44 20 64 10 -894703622 72 6.168 0.6493 0.9145 Best design: 2 4 6 11 18 2 16 8 16 0 6 14 4 8 0 14 12 0 4 4 6 10 11 9 10 8 18 7 19 2 10 13 11 0 12 3 2 7 3 15 7 17 5 17 18 12 1 14 15 13 15 19 16 5 13 5 3 9 1 9 5 19 1 17 11 18 16 17 14 7 7 5 9 7 11 5 12 1 15 2 3 13 15 9 0 12 3 3 13 6 17 4 18 13 11 8 1 1 6 7 15 14 8 8 10 5 4 16 3 2 19 6 19 18 17 6 1 0 16 9 0 2 14 19 10 10 4 12 Concurrence matrix: 7 1 0 1 0 1 1 1 0 0 0 0 0 1 0 1 0 0 0 0 7 0 0 1 0 0 0 1 0 0 1 0 0 1 0 1 0 0 1 7 0 0 0 0 1 0 1 0 1 1 1 1 1 0 0 0 0 7 0 0 0 1 1 1 0 1 1 0 0 0 0 0 1 0 7 1 0 1 0 1 0 0 1 0 0 1 0 0 1 0 7 0 0 1 1 1 0 0 0 1 0 0 1 0 0 7 0 1 0 0 1 1 0 1 0 1 0 0 1 7 0 0 1 0 0 0 1 0 1 0 0 0 6 0 0 0 0 1 0 1 0 0 0 0 6 0 0 0 0 0 0 1 0 0 1 6 1 1 1 0 0 0 0 0 1 6 0 0 0 0 0 1 0 0 6 0 0 0 0 1 0 0 6 0 0 1 0 1 0 6 0 0 0 1 0 6 0 1 0 1 6 1 0 0 6 1 0 6 1 6 # v b try # seed iter score vbar e'(A) 45 20 65 21 -119161984 92 6.0586 0.6377 0.9167 Best design: 12 8 4 2 18 8 16 17 18 2 2 6 15 7 10 6 1 10 12 16 16 6 0 7 4 8 12 15 19 1 10 4 13 5 15 11 14 14 11 13 1 0 14 19 0 8 18 3 3 5 9 11 19 9 0 7 1 5 5 3 9 13 17 17 9 5 15 15 10 9 5 1 13 1 5 17 10 2 17 8 15 12 0 4 14 7 16 1 11 18 3 9 7 13 8 4 13 16 11 0 19 2 4 4 12 2 14 3 3 17 9 3 6 7 18 14 6 2 19 19 10 11 0 16 12 7 8 6 18 6 Concurrence matrix: 7 1 0 0 0 1 0 0 0 0 1 0 0 0 1 1 0 1 0 1 7 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 1 0 7 0 0 1 0 0 0 0 1 0 0 0 1 1 0 1 0 1 7 0 0 1 1 1 0 0 0 1 0 1 0 0 0 1 1 7 0 0 0 0 0 1 1 1 1 1 1 0 0 1 0 7 0 0 1 0 0 1 1 0 0 0 1 0 1 0 7 0 0 1 1 1 0 0 0 1 1 1 0 0 7 0 1 1 1 0 0 0 1 1 1 0 0 7 1 1 0 0 1 0 1 0 0 0 0 7 0 0 1 0 1 0 0 0 1 1 6 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 1 6 1 0 0 0 0 0 0 6 0 0 1 1 0 1 6 0 1 0 0 0 6 0 0 0 0 6 0 0 0 6 1 0 6 0 6 # v b try # seed iter score vbar e'(A) 46 20 66 6 -704508313 86 5.9541 0.6267 0.9186 Best design: 16 2 10 0 3 9 18 4 4 6 14 10 10 7 14 3 8 16 8 14 18 4 0 6 1 16 11 12 15 18 7 7 0 6 17 17 11 8 3 1 12 13 4 1 12 5 19 9 15 13 9 17 9 11 13 5 19 19 2 15 6 5 2 7 3 1 8 15 2 3 14 5 17 3 5 17 2 11 17 9 5 10 15 3 14 1 2 11 2 7 7 5 14 9 9 7 4 19 19 11 0 4 0 13 12 10 18 6 13 0 11 6 8 10 1 12 0 8 8 16 1 18 12 10 16 4 15 19 13 16 6 18 Concurrence matrix: 7 1 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 1 7 0 0 0 0 0 1 0 0 1 0 0 1 1 1 0 0 1 0 7 0 0 0 0 0 0 0 1 0 0 1 1 1 1 0 1 0 7 1 0 1 0 0 0 1 0 1 0 1 0 1 0 0 0 7 1 0 1 0 0 0 1 0 1 0 1 0 1 0 0 7 1 0 0 1 0 0 0 0 1 0 1 0 1 1 7 1 0 0 0 1 0 1 0 1 0 1 0 0 7 0 1 0 0 0 0 0 0 1 0 1 1 7 1 0 0 0 1 1 1 1 1 0 1 7 1 0 1 0 0 1 0 0 0 0 7 1 0 0 0 0 0 1 0 1 7 1 0 1 0 1 0 0 0 6 1 0 0 0 0 1 1 6 0 0 0 0 0 0 6 0 0 0 0 0 6 0 0 0 0 6 0 0 0 6 1 0 6 0 6 # v b try # seed iter score vbar e'(A) 47 20 67 2 -363111953 76 5.8485 0.6156 0.9213 Best design: 18 10 8 12 0 6 4 6 8 16 14 14 16 2 17 8 4 3 7 0 15 12 14 15 17 9 8 4 2 7 10 1 4 10 0 19 2 16 18 1 7 0 15 11 11 6 7 18 5 2 19 13 12 3 13 17 1 3 13 19 5 12 5 11 9 9 3 13 9 17 17 13 3 18 7 11 7 19 15 12 17 0 3 9 5 8 15 6 1 2 11 19 6 14 19 7 13 1 0 1 5 16 6 3 11 6 2 4 9 4 2 13 1 5 11 14 9 16 14 5 16 10 18 8 4 12 10 18 15 0 10 12 8 10 Concurrence matrix: 7 1 0 0 0 1 0 0 0 1 0 0 0 1 0 1 1 1 0 0 7 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 0 0 0 7 1 0 0 0 1 0 1 0 1 0 0 1 0 0 1 0 0 7 1 1 1 0 1 0 1 0 0 0 0 0 1 0 0 0 7 0 0 1 0 1 0 0 0 0 0 1 0 0 1 1 7 0 1 0 0 1 0 1 0 1 0 0 0 1 0 7 1 0 1 0 0 0 0 0 1 0 0 1 1 7 1 0 0 0 0 1 0 0 1 0 0 0 7 1 0 1 0 0 1 0 0 1 0 0 7 1 0 1 0 0 0 0 0 0 0 7 1 0 1 0 0 0 0 0 1 7 0 1 0 1 1 0 1 0 7 1 0 1 1 1 0 0 7 1 0 0 0 1 0 6 1 0 0 0 1 6 0 0 0 0 6 0 0 1 6 1 1 6 0 6 # v b try # seed iter score vbar e'(A) 48 20 68 12 -2122891872 73 5.7454 0.6048 0.924 Best design: 0 10 2 10 5 0 18 8 6 12 0 8 3 12 19 3 6 8 4 2 6 8 13 2 7 12 6 2 14 4 19 1 5 11 16 14 18 16 7 16 4 1 19 17 18 17 15 11 5 14 11 9 5 11 14 10 7 7 3 13 15 13 17 9 1 15 9 15 14 1 1 9 11 13 13 1 3 3 19 13 5 17 18 13 11 15 7 9 7 17 2 7 8 18 9 17 6 5 10 4 2 0 9 12 5 19 0 3 16 0 15 19 6 6 2 16 8 15 12 8 14 10 16 14 10 12 1 10 4 4 4 12 18 11 0 3 Concurrence matrix: 7 1 0 0 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0 1 7 1 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 7 0 0 1 0 1 0 1 0 0 0 1 0 1 0 1 0 0 7 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 7 1 0 1 0 0 0 0 0 1 0 1 1 1 0 0 7 0 0 1 0 0 1 0 0 1 0 0 0 1 0 7 1 0 1 0 1 0 0 1 0 0 1 1 0 7 1 0 1 0 1 0 0 0 0 0 0 0 7 1 0 0 0 1 0 1 0 1 0 0 7 1 0 1 0 0 0 1 0 0 0 7 1 0 1 1 0 0 0 0 1 7 1 0 0 1 1 0 0 0 7 0 1 0 0 1 1 0 7 0 0 0 0 1 0 7 1 1 0 0 0 7 0 0 0 1 6 0 0 1 6 0 1 6 1 6 # v b try # seed iter score vbar e'(A) 49 20 69 1 1040526696 82 5.6367 0.5933 0.9282 Best design: 18 14 14 3 10 8 4 2 16 2 0 12 6 10 0 6 14 5 12 12 18 12 6 10 7 16 9 1 1 8 18 4 13 3 8 11 15 16 11 17 7 15 5 7 0 3 16 15 9 6 15 7 9 1 13 11 19 9 17 19 13 5 17 11 19 17 4 13 2 5 10 7 9 18 16 3 7 17 1 5 1 11 9 13 8 3 2 3 11 12 7 14 0 16 13 11 0 14 5 17 1 2 8 10 0 12 9 2 6 0 14 14 6 17 13 19 4 5 19 8 4 1 16 6 4 10 15 3 12 15 19 15 8 4 2 18 18 10 Concurrence matrix: 7 1 0 0 0 1 0 1 0 0 1 1 0 1 0 0 0 1 0 0 7 1 0 1 0 0 0 0 1 0 0 1 0 1 0 1 0 0 0 7 0 0 1 0 1 0 0 1 1 0 1 0 0 0 1 0 0 7 1 0 0 0 1 1 0 0 1 1 1 0 0 1 0 0 7 0 0 1 0 0 0 1 0 0 0 1 0 0 1 1 7 0 0 1 1 0 0 0 0 1 0 0 0 1 1 7 1 1 0 0 1 0 1 1 0 0 1 0 1 7 0 0 0 0 1 0 1 0 1 0 0 0 7 0 1 1 0 0 0 1 1 0 0 0 7 1 1 0 0 0 1 1 0 0 0 7 0 0 0 1 0 0 0 1 1 7 1 0 0 0 0 0 0 0 7 0 0 1 0 0 1 1 7 0 1 1 0 1 0 7 1 0 0 0 0 7 0 1 0 0 7 1 0 1 7 1 0 6 0 6 # v b try # seed iter score vbar e'(A) 50 20 70 14 2095017960 73 5.53 0.5821 0.9326 Best design: 16 2 12 2 19 8 6 18 6 6 14 16 12 10 0 12 4 0 9 8 15 0 14 8 16 6 14 13 17 15 4 11 10 3 16 10 18 7 14 7 19 18 3 7 15 17 13 0 5 3 17 11 9 1 11 18 5 17 5 2 1 1 19 13 5 9 1 19 13 4 10 11 3 1 14 9 19 15 1 4 13 9 11 4 15 5 2 17 3 19 7 11 17 13 18 17 1 6 12 13 12 6 15 2 7 11 3 8 5 3 10 4 0 14 9 8 12 16 0 6 18 7 14 8 9 5 8 10 10 19 12 15 0 16 2 4 16 18 2 7 Concurrence matrix: 7 0 0 1 0 1 0 0 0 0 0 1 0 0 0 1 1 1 0 1 7 1 0 0 0 1 0 1 0 0 0 1 0 1 1 1 0 0 0 7 1 1 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1 7 0 0 1 1 0 1 0 0 1 0 0 0 0 0 1 0 7 0 1 1 0 1 1 0 1 0 0 0 0 0 1 0 7 0 0 1 0 1 0 1 0 1 0 0 0 1 0 7 0 0 0 0 1 0 1 0 0 0 1 0 1 7 1 0 0 1 0 0 1 1 1 0 0 0 7 1 0 0 0 1 0 0 0 1 0 1 7 0 1 0 0 1 1 1 0 0 0 7 1 0 0 0 1 1 1 0 1 7 1 0 0 0 0 0 0 0 7 1 0 0 0 1 0 0 7 1 1 1 0 0 0 7 0 0 1 0 1 7 0 0 1 0 7 0 1 0 7 1 0 7 1 7 # v b try # seed iter score vbar e'(A) 51 20 71 10 -1187177460 96 5.4561 0.5743 0.9319 Best design: 0 16 10 19 10 4 14 12 2 4 16 5 6 13 14 12 10 8 13 1 6 9 2 12 9 5 10 0 3 16 8 5 8 18 17 18 13 11 6 2 9 0 6 3 18 15 1 8 0 4 17 11 3 1 1 17 7 4 7 11 14 19 19 11 7 12 15 17 13 15 7 18 3 18 1 15 5 6 19 9 19 15 16 9 17 8 2 17 1 9 11 4 10 14 7 8 14 7 9 17 11 4 1 16 5 8 3 15 2 12 3 5 15 11 0 13 6 12 18 19 2 5 10 6 7 3 0 16 13 0 13 19 10 16 0 4 18 2 12 14 1 14 Concurrence matrix: 8 0 0 1 0 0 0 1 0 1 0 1 0 0 0 1 0 1 1 1 8 0 1 0 1 0 1 1 0 0 1 1 0 0 1 0 0 0 1 7 1 1 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 7 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 7 1 1 1 1 0 0 0 0 1 0 0 0 0 0 1 7 0 0 0 1 0 0 0 0 1 0 1 1 1 0 7 0 0 1 0 1 1 0 1 1 0 0 0 0 7 0 0 1 0 1 0 1 0 1 0 0 0 7 1 0 0 0 0 1 0 1 1 1 0 7 1 0 0 1 0 0 0 0 0 0 7 1 0 0 0 1 0 1 1 1 7 0 1 0 0 1 0 0 0 7 0 0 0 0 1 1 1 7 1 1 0 1 1 0 7 0 0 0 0 1 7 1 0 0 0 7 0 0 1 7 0 0 7 0 7 # v b try # seed iter score vbar e'(A) 52 20 72 7 1623676645 82 5.3769 0.566 0.9325 Best design: 6 9 12 14 8 0 18 11 11 7 14 10 18 6 0 4 2 9 10 16 4 8 13 12 10 19 0 9 2 10 8 6 18 13 15 3 16 2 1 3 14 11 5 2 16 12 15 0 17 19 9 17 19 17 6 3 5 5 5 15 13 1 1 8 7 4 7 3 15 11 1 19 4 7 3 8 7 16 9 14 5 11 3 9 14 14 4 10 7 6 13 13 18 17 2 5 8 1 19 0 17 1 1 1 2 15 8 15 3 6 2 19 0 16 6 0 4 13 11 12 19 7 3 12 5 9 15 2 10 16 18 0 14 12 18 16 4 17 12 10 18 17 11 13 Concurrence matrix: 8 0 1 0 1 0 0 0 0 1 0 0 1 0 1 1 1 0 0 1 8 1 0 0 0 1 0 1 0 1 1 1 0 0 0 0 0 1 1 8 1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 1 0 8 0 0 0 0 0 1 1 0 1 0 1 1 1 0 0 1 7 0 1 1 0 0 1 0 0 0 0 0 1 1 1 0 7 1 0 0 0 1 1 1 0 0 0 1 0 1 1 7 0 0 1 0 0 0 0 1 1 0 0 0 0 7 1 1 0 1 1 0 0 0 0 0 0 1 7 0 1 0 0 0 1 1 1 1 0 0 7 1 0 0 0 0 0 0 1 1 0 7 0 0 1 0 0 0 0 0 0 7 0 0 1 1 1 1 0 0 7 1 0 0 0 1 0 0 7 1 1 1 0 0 1 7 0 0 0 1 0 7 0 0 1 0 7 0 0 0 7 0 1 7 0 7 # v b try # seed iter score vbar e'(A) 53 20 73 26 550701374 91 5.2988 0.5578 0.9333 Best design: 2 0 13 14 4 18 0 6 10 1 16 1 2 2 1 16 18 2 13 16 8 6 5 12 4 7 15 8 6 15 18 17 12 14 14 6 17 19 11 10 10 12 3 5 11 3 14 4 0 8 15 4 0 13 3 3 17 5 8 7 19 10 19 19 9 5 11 1 9 9 9 17 7 3 9 7 9 15 3 15 10 1 15 18 12 17 5 7 11 19 19 12 7 12 15 11 2 3 8 5 5 13 19 17 4 16 16 3 11 6 13 1 4 5 0 0 14 2 8 1 7 10 6 16 12 11 17 13 1 0 18 9 2 14 16 8 10 4 13 4 18 2 18 6 14 0 Concurrence matrix: 8 0 0 1 0 0 0 1 0 1 1 1 1 0 0 1 0 1 0 0 8 0 1 0 0 0 1 0 0 1 1 1 0 1 1 0 0 1 0 8 1 0 1 0 1 0 1 0 1 1 0 0 0 0 1 0 1 8 1 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 8 0 0 1 0 1 1 1 1 0 0 1 0 1 0 0 8 0 0 1 0 1 1 0 1 1 1 0 0 1 0 7 0 1 1 1 1 0 1 0 1 0 1 0 0 7 1 0 0 0 0 1 0 0 1 0 0 0 7 1 0 0 1 0 0 0 0 0 0 1 7 0 0 0 0 1 0 0 0 1 0 7 0 0 0 0 0 1 0 0 1 7 0 0 0 0 1 0 0 0 7 1 0 0 1 0 0 0 7 0 0 0 1 0 1 7 0 1 1 0 1 7 1 0 0 1 7 0 1 0 7 1 0 7 1 7 # v b try # seed iter score vbar e'(A) 54 20 74 11 1354320834 97 5.2212 0.5496 0.9343 Best design: 0 6 5 8 18 6 2 8 18 16 14 18 8 4 2 1 4 14 7 6 7 12 16 16 17 3 9 15 3 3 0 9 11 10 13 13 14 6 12 11 0 19 1 15 9 10 12 5 2 1 12 4 16 3 5 0 5 15 4 15 19 11 19 17 7 1 17 19 9 2 7 10 13 17 9 19 7 15 7 14 17 11 11 1 11 15 16 16 9 7 3 3 9 13 8 6 6 2 18 0 16 0 8 2 5 18 0 0 2 18 10 7 11 4 6 18 17 5 12 8 1 19 19 13 3 10 5 17 12 1 13 14 13 4 8 2 1 5 4 14 6 4 14 15 3 12 10 10 Concurrence matrix: 8 1 0 1 0 1 1 0 0 1 1 1 0 0 0 1 0 0 0 0 8 0 0 0 0 0 1 0 0 0 0 1 1 1 0 1 1 0 1 8 1 0 0 0 0 0 1 0 1 0 1 0 1 1 1 0 1 8 1 0 0 1 1 0 0 0 1 0 1 0 0 1 0 0 8 0 0 1 0 0 1 1 0 1 0 1 1 0 0 1 8 0 1 0 0 0 0 1 1 0 1 1 1 0 1 8 1 0 0 0 0 1 1 1 0 1 1 0 1 8 1 1 0 0 0 0 0 0 0 0 1 0 7 0 1 1 0 0 0 1 1 0 0 1 7 0 0 1 0 1 0 1 0 1 0 7 0 1 1 1 0 0 1 0 0 7 1 0 1 0 0 0 1 0 7 0 0 0 0 0 0 0 7 0 0 0 0 1 0 7 1 0 0 0 0 7 0 0 1 0 7 0 0 0 7 1 0 7 1 7 # v b try # seed iter score vbar e'(A) 55 20 75 1 -180135105 107 5.142 0.5413 0.9361 Best design: 0 9 10 8 0 15 7 10 0 6 14 3 17 7 0 14 12 9 1 4 5 18 6 6 15 2 8 4 7 13 1 13 1 5 8 2 6 16 12 13 14 12 4 2 5 18 19 3 10 5 16 17 9 19 18 11 9 18 13 15 3 11 2 11 4 19 8 17 1 11 3 17 7 16 15 19 5 2 17 7 9 3 5 11 18 4 14 3 9 17 9 1 13 13 16 0 0 7 11 6 0 2 5 8 3 7 19 15 6 14 6 19 1 18 18 11 19 15 1 12 9 16 5 7 8 3 1 16 14 10 10 2 4 8 12 2 12 4 16 17 10 12 10 14 13 15 6 4 8 0 Concurrence matrix: 8 0 1 0 0 1 0 1 0 0 0 1 0 0 0 1 0 1 1 1 8 1 0 0 0 0 1 0 0 0 0 1 1 1 1 1 1 0 0 8 1 1 0 1 0 1 1 1 0 0 0 0 0 0 0 0 0 8 0 1 0 1 0 0 0 0 0 1 1 1 1 1 0 0 8 1 0 1 0 0 0 0 0 0 1 1 1 1 1 0 8 1 0 1 1 1 0 1 0 0 0 0 0 0 0 8 1 0 0 0 1 0 0 0 1 0 1 1 1 8 1 1 1 0 0 0 0 0 0 0 0 0 8 0 0 0 1 1 1 0 1 1 0 0 8 0 0 0 1 1 1 1 0 1 0 7 1 0 0 0 0 0 1 1 1 7 1 1 1 0 1 0 0 0 7 0 0 1 0 0 1 1 7 0 0 0 0 1 1 7 0 0 0 0 1 7 0 0 0 0 7 0 0 1 7 0 0 7 0 7 # v b try # seed iter score vbar e'(A) 56 20 76 26 1540631398 102 5.0644 0.5331 0.9379 Best design: 12 11 1 14 2 8 3 13 0 10 0 12 17 0 4 8 9 16 0 4 6 16 11 18 13 5 19 6 10 18 12 4 2 2 3 3 18 13 6 14 8 12 15 4 9 2 17 10 8 1 9 11 15 19 7 10 14 5 5 7 16 3 15 7 19 9 1 5 11 14 7 15 16 6 1 17 10 13 19 3 11 5 11 5 2 3 3 19 7 9 10 0 13 4 15 14 13 6 8 17 7 1 8 0 1 8 5 13 9 19 16 5 2 18 17 1 7 18 11 0 12 7 9 6 10 17 8 4 18 4 12 2 18 2 15 14 9 17 16 16 3 14 11 6 12 6 15 10 1 19 0 4 Concurrence matrix: 8 1 1 1 1 0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 8 0 0 0 1 0 0 0 0 1 1 0 0 1 0 1 1 0 1 8 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 1 1 8 0 1 0 0 0 0 1 1 0 0 1 0 1 1 0 1 8 0 0 0 0 0 1 1 0 1 1 0 1 1 0 1 8 1 0 1 0 0 0 1 1 0 1 0 0 0 0 8 0 0 0 1 0 0 1 1 0 1 1 0 1 8 1 0 0 0 1 1 1 1 1 1 0 0 8 1 1 1 0 0 0 0 0 0 1 1 8 0 0 1 1 1 0 1 1 0 0 8 0 1 0 0 1 0 0 0 0 8 1 1 0 1 0 0 0 0 7 0 0 0 0 0 1 1 7 0 0 0 0 1 0 7 0 0 0 1 0 7 1 0 1 0 7 0 0 0 7 1 0 7 0 7 # v b try # seed iter score vbar e'(A) 57 20 77 26 -17330195 101 4.9872 0.525 0.9401 Best design: 17 18 0 16 15 12 18 1 5 15 2 8 6 15 12 7 17 10 10 4 2 5 2 12 14 2 7 14 0 0 7 13 10 4 17 8 8 18 3 16 9 3 12 4 6 11 10 14 6 15 9 16 0 19 13 19 6 1 13 11 9 8 3 1 11 5 9 13 3 4 1 17 16 11 5 19 7 18 13 4 4 16 13 9 2 1 5 13 2 1 17 1 15 12 1 0 7 3 11 11 11 18 9 18 3 6 2 19 4 9 17 11 10 19 8 12 19 4 7 0 8 8 16 3 15 15 2 5 13 18 17 6 14 9 16 5 14 19 12 5 7 6 0 12 10 6 14 14 10 3 7 8 0 10 Concurrence matrix: 8 0 1 0 1 1 1 0 0 0 1 0 1 0 0 0 0 0 1 1 8 1 0 0 1 1 1 0 0 1 0 1 0 1 0 1 0 0 0 8 1 0 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 8 0 1 1 1 0 0 1 0 1 0 1 0 1 0 0 0 8 0 0 1 1 1 0 0 0 1 1 0 1 1 0 0 8 0 0 1 1 0 1 0 1 0 1 0 0 0 0 8 0 1 1 0 1 0 1 0 1 0 0 0 0 8 0 0 1 1 0 0 0 1 0 0 1 1 8 0 1 0 1 0 0 0 0 0 1 1 8 1 0 1 0 0 0 0 0 1 1 8 0 0 1 0 0 0 1 0 0 8 1 0 1 0 1 1 0 0 8 1 0 0 0 1 0 0 8 0 0 1 0 1 0 7 1 0 0 1 1 7 1 1 0 0 7 0 0 1 7 1 1 7 0 7 # v b try # seed iter score vbar e'(A) 58 20 78 10 -548731149 84 4.9116 0.517 0.9423 Best design: 10 10 4 18 5 14 12 0 12 6 8 16 5 8 2 8 14 18 14 11 16 0 17 15 12 1 18 10 7 13 4 16 11 9 13 2 6 11 10 14 3 3 11 2 0 17 4 15 1 15 19 9 2 1 17 8 1 5 0 16 4 13 19 6 13 7 12 3 19 5 9 9 7 6 19 15 7 3 7 11 19 13 2 17 15 1 7 15 11 13 8 4 13 15 4 9 5 0 11 7 19 14 1 2 0 19 2 10 3 9 14 17 14 4 13 12 5 7 1 6 2 17 17 8 9 18 8 16 18 1 15 10 3 18 14 12 16 3 0 12 16 11 4 8 9 18 6 0 6 10 6 5 12 10 3 5 Concurrence matrix: 8 1 0 0 1 1 0 1 0 0 0 1 0 0 0 0 1 1 1 0 8 1 1 0 0 0 0 1 1 1 0 1 0 1 0 0 0 0 0 8 0 1 1 0 1 0 0 0 1 0 1 0 1 0 1 0 0 8 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 0 8 0 0 0 1 1 0 0 0 1 1 0 0 0 0 1 8 1 0 1 0 1 0 1 0 1 0 0 0 0 0 8 1 0 1 0 1 0 1 0 1 0 0 0 1 8 1 0 1 0 1 0 1 0 0 0 0 0 8 0 0 1 0 0 0 1 0 1 1 0 8 1 0 1 0 0 0 1 1 1 0 8 1 0 1 0 1 0 0 0 1 8 1 0 1 0 1 0 0 0 8 1 0 1 0 0 0 1 8 1 0 1 0 1 0 8 1 0 1 0 0 8 1 0 1 0 7 0 0 1 7 0 1 7 1 7 # v b try # seed iter score vbar e'(A) 59 20 79 11 -141430309 92 4.8334 0.5088 0.9454 Best design: 4 6 8 14 3 16 8 10 10 5 16 8 6 0 14 4 12 2 8 2 0 4 16 0 5 0 4 3 14 12 14 18 12 9 12 2 10 18 7 6 1 1 7 17 15 10 15 17 6 2 11 1 11 7 7 18 13 1 15 13 9 11 19 9 13 17 9 3 11 16 3 17 18 19 13 15 19 5 5 15 7 5 19 4 5 1 17 5 0 17 3 17 15 3 1 3 13 9 9 3 7 13 19 4 7 9 10 11 1 9 1 15 16 17 5 7 15 12 13 0 14 2 2 8 11 16 4 11 19 4 10 2 14 8 11 12 2 10 8 18 0 12 6 10 18 0 18 16 19 16 14 13 6 14 6 8 6 12 Concurrence matrix: 8 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 0 0 1 8 1 0 1 0 0 0 1 0 1 0 1 0 1 0 0 0 1 0 8 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 8 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 8 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 8 1 0 1 0 1 0 1 0 0 0 1 0 0 0 8 1 0 1 0 1 0 1 0 1 0 1 0 1 8 1 0 1 0 1 0 1 0 0 0 0 0 8 1 0 0 0 1 0 1 0 0 0 1 8 0 0 0 0 1 0 1 0 1 0 8 1 0 1 0 1 0 1 0 0 8 0 0 1 0 1 0 1 0 8 1 0 1 0 1 0 1 8 1 0 1 0 1 0 8 0 0 1 0 1 8 1 0 1 0 8 1 0 1 8 1 0 7 0 7 # v b try # seed iter score vbar e'(A) 60 20 80 5 310311210 102 4.7581 0.5008 0.9484 Best design: 4 18 6 13 16 2 12 0 8 6 14 18 8 5 3 12 6 3 17 10 1 11 16 4 5 11 2 13 14 17 10 8 2 0 12 18 10 14 4 12 15 8 16 16 10 19 14 3 15 17 9 11 4 11 1 1 0 15 19 5 7 7 5 0 9 19 15 6 9 2 13 1 13 7 19 9 17 3 7 18 2 16 4 15 12 13 5 2 13 3 2 19 10 6 1 19 17 15 11 18 13 16 0 16 11 3 12 11 5 1 6 17 3 9 7 5 2 7 19 15 17 9 14 8 1 0 9 9 14 14 4 10 15 4 5 16 7 10 8 8 3 17 0 6 1 14 0 12 12 18 6 19 7 4 11 18 18 8 10 13 Concurrence matrix: 8 0 1 0 0 1 1 1 0 1 0 0 0 0 0 1 1 0 0 1 8 0 1 0 1 0 0 0 1 1 0 0 1 0 0 1 1 0 1 8 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 8 0 0 1 1 1 1 0 1 0 0 0 1 0 0 0 0 8 0 1 1 0 1 0 1 0 0 0 1 1 0 0 1 8 1 0 1 0 0 1 1 0 1 0 0 0 1 0 8 0 0 0 1 0 1 1 0 0 0 1 0 0 8 0 0 1 0 1 1 1 0 0 1 0 0 8 1 1 0 0 1 0 0 1 1 0 1 8 0 0 1 0 1 0 0 0 1 0 8 1 0 0 0 1 0 0 1 0 8 0 1 0 0 1 1 0 1 8 0 0 1 1 0 0 1 8 0 1 0 0 1 0 8 1 1 1 0 1 8 0 1 0 0 8 0 1 0 8 1 0 8 1 8 # v b try # seed iter score vbar e'(A) 61 20 81 17 -1468670170 93 4.6991 0.4946 0.9484 Best design: 0 19 10 6 2 12 18 4 8 16 16 8 10 2 0 10 0 18 12 6 12 19 2 8 5 6 8 4 17 14 16 0 5 14 14 13 17 5 18 6 16 9 1 7 13 4 17 17 7 2 13 12 7 1 5 9 11 18 10 11 11 1 3 3 9 11 19 14 3 19 15 0 7 13 1 15 4 9 3 15 15 2 1 15 13 8 15 7 15 13 19 7 11 5 16 7 11 19 17 5 1 9 3 3 15 0 17 7 13 12 9 13 11 8 1 5 0 2 4 5 9 9 0 0 4 18 1 16 4 6 14 14 1 14 10 16 10 6 11 17 14 16 18 10 12 4 12 8 19 18 17 2 3 12 10 2 19 3 8 6 6 18 Concurrence matrix: 9 1 1 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 0 1 9 1 0 1 0 1 0 0 0 1 0 1 0 1 0 0 0 1 1 8 1 0 0 0 0 1 0 0 0 0 0 1 1 1 1 0 0 8 1 0 1 0 0 0 1 0 1 0 0 0 0 0 1 1 8 1 0 1 0 1 0 0 0 1 0 1 0 1 0 0 8 0 0 1 0 1 0 1 0 1 0 1 0 1 0 8 1 0 1 0 1 0 1 0 1 0 1 0 0 8 1 0 0 0 1 0 1 0 1 0 1 0 8 1 0 1 0 1 0 1 0 0 0 1 8 1 0 1 0 1 0 1 0 0 0 8 1 0 1 0 1 0 1 0 0 8 1 0 1 0 1 0 1 0 8 0 0 1 0 1 0 0 8 1 0 1 0 1 0 8 0 0 0 0 1 8 0 0 1 1 8 1 0 1 8 1 1 8 0 8 # v b try # seed iter score vbar e'(A) 62 20 82 22 748703200 128 4.6349 0.4879 0.9498 Best design: 18 2 16 4 4 14 0 10 8 8 12 14 6 12 18 4 10 14 16 18 12 6 2 6 13 1 16 7 1 17 6 0 12 18 8 14 3 2 15 11 11 15 8 17 0 13 4 19 3 5 9 16 9 3 0 10 17 15 1 13 11 11 10 19 7 13 5 17 3 5 19 0 15 7 9 1 3 7 9 5 19 2 19 11 7 15 3 5 13 5 13 19 1 3 17 7 1 17 9 11 3 17 5 15 15 19 6 6 19 18 14 16 9 7 17 13 11 9 18 13 18 12 4 8 1 2 1 12 5 12 12 0 16 1 8 8 9 11 0 14 4 16 0 16 3 14 10 10 18 14 6 2 2 15 10 4 4 10 2 8 2 6 0 7 Concurrence matrix: 9 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 8 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 8 1 0 0 0 1 0 1 0 1 0 0 0 1 0 8 0 0 1 0 0 0 1 0 1 0 1 0 1 8 1 0 1 0 1 0 0 0 1 0 1 0 8 1 0 1 0 1 0 1 0 0 0 1 8 1 0 0 0 1 0 1 0 0 0 8 1 0 1 0 1 0 0 0 0 8 1 0 1 0 1 0 0 0 8 1 0 0 0 1 0 1 8 0 0 1 0 1 0 8 1 0 1 0 1 8 0 0 1 0 8 1 0 1 8 1 0 8 1 8 # v b try # seed iter score vbar e'(A) 63 20 83 1 975815383 126 4.5749 0.4816 0.9507 Best design: 2 2 6 4 14 16 12 8 14 10 18 12 10 8 3 0 18 4 8 13 10 10 16 12 0 7 2 18 0 14 0 19 4 4 16 12 6 6 0 2 5 11 8 1 17 5 17 13 18 9 9 1 15 9 15 11 1 19 7 13 13 16 3 15 7 6 14 4 1 5 19 9 17 15 17 11 3 19 7 11 5 3 3 13 7 19 1 5 19 7 3 7 11 3 19 13 9 12 13 1 9 15 16 9 15 5 1 19 10 11 9 5 11 15 14 11 13 17 5 7 5 17 17 8 18 1 10 18 10 6 8 15 6 14 2 2 2 4 8 14 4 4 12 6 3 10 16 16 1 3 17 16 18 18 0 8 14 12 12 6 2 0 0 2 4 0 Concurrence matrix: 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 8 1 0 1 0 0 0 1 0 0 0 1 0 1 8 0 0 1 0 1 0 1 0 1 0 0 0 8 1 0 1 0 1 0 1 0 1 0 0 8 1 0 0 0 1 0 0 0 1 0 8 1 0 1 0 1 0 0 0 0 8 1 0 1 0 0 0 1 0 8 1 0 0 0 1 0 1 8 0 0 1 0 0 0 8 1 0 0 0 1 8 1 0 1 0 8 1 0 1 8 1 0 8 1 8 # v b try # seed iter score vbar e'(A) 64 20 84 2 46704507 120 4.5151 0.4753 0.9518 Best design: 18 6 2 17 0 6 14 4 15 12 10 2 16 0 18 2 18 6 8 10 14 12 12 6 19 7 19 18 2 12 9 15 17 5 8 7 17 1 8 7 8 4 16 7 9 4 3 16 2 5 19 14 13 11 10 9 5 0 13 13 11 4 15 0 1 0 3 1 3 9 14 7 11 17 19 3 16 10 5 13 3 15 1 11 5 13 17 14 1 11 3 16 7 17 6 13 19 17 10 5 7 16 16 2 7 1 11 9 3 6 1 13 1 9 2 5 15 12 1 19 19 14 7 12 10 9 0 2 15 13 18 2 11 4 10 11 14 8 4 18 14 5 12 15 0 17 3 9 15 3 6 6 8 8 10 4 19 6 5 12 18 0 8 0 4 16 18 4 Concurrence matrix: 9 1 0 1 0 1 0 0 0 1 1 1 0 1 0 0 1 1 0 0 9 1 0 0 0 1 0 1 0 0 0 1 0 1 1 0 0 1 1 9 0 0 1 0 1 0 1 1 1 0 1 0 0 1 1 0 0 9 1 0 1 0 1 0 0 0 1 0 1 1 0 0 1 1 9 1 0 1 0 1 1 1 0 1 0 0 1 1 0 0 9 0 0 1 0 0 0 1 0 1 1 0 0 1 1 9 1 0 1 1 1 0 1 0 0 1 1 0 0 9 1 0 0 0 1 0 1 1 0 0 1 1 8 1 1 1 0 0 0 0 1 0 0 0 8 0 0 1 0 0 1 0 0 1 0 8 0 0 0 1 0 0 0 1 1 8 1 0 1 0 0 0 0 1 8 1 0 0 0 1 0 0 8 1 1 0 0 1 0 8 0 0 1 0 0 8 1 1 0 0 8 0 1 1 8 0 1 8 0 8 # v b try # seed iter score vbar e'(A) 65 20 85 2 -1817035560 107 4.4557 0.469 0.9532 Best design: 2 2 8 6 0 3 2 4 6 14 1 4 12 4 16 8 4 0 4 10 13 6 13 15 14 18 8 14 2 6 18 16 12 10 18 11 3 12 0 18 10 10 14 12 0 15 11 5 17 5 16 9 5 9 8 7 11 19 0 15 9 13 7 7 17 3 9 17 13 3 7 5 19 1 15 16 1 11 19 7 17 3 1 19 1 15 9 1 15 11 10 13 1 5 3 18 19 3 17 5 9 3 15 7 5 4 11 18 4 13 5 13 11 11 7 19 15 5 1 9 16 16 19 9 17 17 7 9 1 17 8 4 2 6 8 19 6 14 12 7 18 8 10 3 10 4 6 12 14 12 18 10 2 0 8 2 0 6 14 14 13 16 12 0 16 8 6 0 2 2 Concurrence matrix: 9 1 0 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 0 9 1 0 1 0 1 0 0 0 1 0 8 0 0 0 0 1 0 1 0 1 8 1 0 1 0 1 0 0 0 8 0 0 0 0 1 0 1 8 1 0 1 0 1 0 8 1 0 0 0 0 8 1 0 0 0 8 0 0 1 8 1 0 8 1 8 # v b try # seed iter score vbar e'(A) 66 20 86 2 997585382 123 4.3961 0.4627 0.9549 Best design: 18 7 16 10 11 6 4 12 16 12 0 9 0 15 6 8 8 10 10 8 10 16 8 16 8 4 4 10 2 5 7 6 2 2 0 14 2 19 2 15 4 9 6 18 18 12 0 13 3 14 11 5 14 5 9 6 3 17 3 12 17 11 7 4 1 7 1 18 15 13 3 5 17 11 13 19 1 13 14 9 11 19 19 1 17 15 3 12 1 17 6 19 5 5 19 9 9 16 7 2 7 11 9 3 11 13 13 11 1 3 17 3 7 5 1 8 16 5 19 7 15 5 13 10 17 8 9 6 17 13 9 11 19 4 0 1 2 16 7 18 14 15 6 0 8 15 14 0 18 15 10 10 4 1 10 14 12 2 16 14 6 8 12 0 3 2 18 12 4 0 4 18 Concurrence matrix: 9 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 0 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 8 0 0 1 0 0 0 1 8 1 0 0 0 1 0 8 0 0 1 0 0 8 0 0 1 0 8 1 0 1 8 0 0 8 0 8 # v b try # seed iter score vbar e'(A) 67 20 87 4 -186958972 100 4.3369 0.4565 0.9568 Best design: 18 18 12 4 18 4 10 19 4 6 14 10 6 11 16 15 0 2 14 16 12 16 12 0 18 16 2 14 2 8 8 12 10 0 0 8 9 6 11 19 14 19 6 5 10 3 5 13 8 1 9 10 19 7 1 3 17 8 3 2 13 13 1 5 7 9 7 3 7 9 15 11 13 4 11 13 1 5 3 15 15 17 1 11 17 5 17 9 13 5 15 5 7 5 0 1 13 5 11 1 4 13 2 15 1 15 3 3 1 15 9 7 9 3 11 17 7 17 19 19 11 7 19 12 11 2 18 3 6 17 6 7 18 16 2 9 0 14 17 2 16 18 0 4 13 8 9 10 0 14 2 12 6 6 10 14 4 8 12 14 19 18 12 10 4 4 10 6 0 8 16 16 8 12 Concurrence matrix: 9 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 1 0 9 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 0 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 0 0 1 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 9 1 0 1 0 1 0 8 1 0 0 0 0 8 0 0 0 0 8 1 0 0 8 0 0 8 1 8 # v b try # seed iter score vbar e'(A) 68 20 88 2 119303913 113 4.2783 0.4503 0.9589 Best design: 11 17 8 4 14 18 7 16 0 18 14 12 6 2 8 4 1 10 8 0 16 0 2 14 4 18 6 16 1 2 0 14 5 14 6 7 2 17 6 11 10 8 0 2 19 4 10 18 3 11 13 9 1 13 3 5 12 7 12 10 12 5 19 13 3 15 1 13 19 8 9 7 16 7 5 13 11 17 15 3 15 17 9 11 19 5 9 15 2 0 7 15 9 3 16 1 3 9 11 1 1 15 19 17 8 9 5 5 11 1 17 19 9 1 19 5 4 3 15 17 2 7 11 0 7 8 7 8 15 3 13 13 2 13 17 15 4 18 16 16 14 8 14 14 3 18 5 13 11 6 10 18 10 14 10 6 0 9 2 4 19 12 10 12 4 12 6 6 12 6 12 10 4 18 0 16 Concurrence matrix: 9 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 0 0 1 0 1 0 1 0 1 0 1 9 1 0 0 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 0 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 0 9 0 0 1 0 1 0 9 1 0 1 0 1 9 1 0 1 0 8 0 0 1 8 0 0 8 0 8 # v b try # seed iter score vbar e'(A) 69 20 89 2 -829027946 104 4.2197 0.4442 0.9612 Best design: 12 12 8 14 2 12 6 0 4 6 4 14 2 8 0 16 2 10 16 4 18 16 6 10 14 18 0 0 10 14 12 18 10 13 12 2 18 14 13 3 3 9 7 8 9 5 2 7 19 17 6 10 9 16 4 1 7 15 15 1 13 13 15 5 9 5 19 1 8 17 19 11 17 17 7 13 11 15 19 5 3 15 17 3 3 11 11 11 1 3 9 1 5 9 13 13 11 5 19 15 3 15 9 1 5 17 1 3 13 7 17 1 3 7 15 9 7 9 19 7 17 15 10 11 7 13 11 14 6 0 14 4 19 4 12 19 10 0 12 17 5 16 1 11 4 16 14 16 12 16 0 0 6 6 18 10 2 5 14 16 2 4 0 8 2 8 6 12 2 8 8 8 4 18 6 10 18 18 Concurrence matrix: 9 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 0 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 0 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 0 0 9 1 0 1 0 1 0 0 0 1 9 1 0 1 0 0 0 1 0 9 1 0 0 0 1 0 1 9 1 0 1 0 1 0 9 1 0 1 0 1 9 1 0 1 0 9 1 0 1 9 1 0 8 0 8 # v b try # seed iter score vbar e'(A) 70 20 90 2 -2027951714 104 4.1611 0.438 0.964 Best design: 18 12 0 18 14 18 16 6 4 2 8 0 2 12 12 10 14 0 12 8 16 6 15 16 19 10 14 0 16 16 4 15 18 8 4 1 18 4 10 3 10 13 9 14 2 19 17 13 4 10 5 2 8 19 1 5 7 15 1 9 5 0 6 3 15 17 11 9 5 11 7 7 17 1 6 1 3 3 19 9 13 19 17 7 13 11 7 5 11 11 17 5 13 7 7 15 15 5 7 17 3 1 15 17 19 9 13 11 3 11 17 15 12 19 2 1 9 19 5 1 17 0 9 9 9 14 3 13 15 14 5 12 2 11 13 14 14 16 1 11 18 7 13 4 8 0 10 14 2 16 2 3 19 4 8 8 16 0 8 4 0 12 10 18 3 6 2 10 18 12 6 8 6 6 10 18 16 4 6 12 Concurrence matrix: 9 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 9 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 0 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 9 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 9 1 0 1 0 1 0 1 0 0 0 1 0 1 0 9 1 0 0 0 1 0 1 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 0 9 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 9 1 0 1 0 0 0 9 1 0 1 0 1 9 1 0 1 0 9 1 0 1 9 1 0 9 1 9 # v b try # seed iter score vbar e'(A) 71 20 91 2 1007445498 110 4.1146 0.4331 0.9641 Best design: 18 16 6 2 12 19 6 2 12 3 4 4 0 18 0 8 3 2 4 3 8 0 16 2 14 14 14 18 8 12 18 10 10 17 6 10 13 17 6 17 11 10 4 16 16 11 18 6 4 0 0 11 7 13 19 13 15 12 7 5 15 9 7 1 11 1 3 7 9 13 15 8 9 11 15 19 19 9 1 15 5 5 5 1 1 7 19 17 5 9 14 11 1 2 18 5 0 7 8 9 19 13 19 7 13 2 17 9 16 9 13 11 17 13 3 7 1 15 17 1 17 9 7 1 3 19 11 0 4 15 16 12 13 2 15 19 4 1 17 5 15 11 6 12 8 14 14 4 2 18 14 10 14 16 4 14 3 5 8 0 6 18 5 6 16 3 8 12 10 6 12 0 18 16 12 0 3 10 10 10 8 2 Concurrence matrix: 10 1 1 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 0 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 1 0 1 0 1 0 0 0 1 0 1 0 1 0 1 0 9 0 1 0 1 0 1 0 0 0 1 0 1 0 1 0 1 9 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 0 0 1 0 1 9 1 0 1 0 1 0 0 0 1 0 9 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 9 0 0 1 0 1 0 1 9 1 0 1 0 1 0 9 1 0 0 0 1 9 1 0 1 0 9 1 0 1 9 1 0 9 0 9 # v b try # seed iter score vbar e'(A) 72 20 92 1 641421748 105 4.0682 0.4282 0.9645 Best design: 19 14 2 12 0 9 12 2 2 4 0 14 14 2 14 4 8 4 12 0 8 8 10 13 18 6 4 6 6 9 0 16 0 3 9 18 2 11 14 18 10 7 10 18 16 8 19 18 16 9 5 3 5 7 3 17 16 11 11 13 19 15 1 6 7 3 15 13 5 17 13 17 10 7 17 13 7 3 19 10 15 1 19 1 12 9 1 15 11 11 5 1 0 3 16 19 3 17 7 3 15 11 17 5 15 17 13 7 13 1 1 13 5 19 5 12 16 1 15 11 16 1 5 14 15 9 7 13 5 0 17 7 17 10 19 3 8 3 4 11 9 19 18 6 6 2 4 8 0 14 2 4 2 12 14 15 6 12 8 9 12 4 6 18 1 8 6 2 0 10 18 16 9 18 14 0 16 11 2 10 10 12 4 8 Concurrence matrix: 10 1 0 1 0 1 0 1 0 0 0 1 0 1 0 1 1 1 0 1 10 1 0 1 0 1 0 1 1 1 0 1 0 1 0 0 0 1 0 10 1 0 1 0 1 0 0 0 1 0 1 0 1 1 1 0 1 10 1 0 1 0 1 1 1 0 1 0 1 0 0 0 1 0 9 1 0 1 0 0 0 1 0 1 0 1 0 1 0 1 9 1 0 1 0 1 0 1 0 1 0 0 0 1 0 9 1 0 0 0 1 0 1 0 1 1 1 0 0 9 1 1 1 0 1 0 0 0 0 0 1 0 9 0 0 0 0 1 0 1 1 1 0 1 9 0 1 0 1 0 1 1 1 0 1 9 1 0 0 0 1 1 1 0 1 9 1 0 1 0 0 0 1 0 9 1 0 1 1 0 0 1 9 1 0 0 0 1 0 9 1 1 1 0 1 9 0 0 0 0 9 0 1 0 9 1 0 9 1 9 # v b try # seed iter score vbar e'(A) 73 20 93 3 1517282903 121 4.0218 0.4234 0.9652 Best design: 9 2 2 0 8 6 3 0 3 6 4 14 2 6 16 12 4 6 14 13 2 8 10 16 6 0 12 1 17 16 12 16 2 8 10 16 12 8 12 18 14 4 0 0 13 11 18 10 4 9 17 15 14 3 5 11 17 18 1 3 19 1 15 5 13 19 5 18 4 9 1 15 15 7 11 7 7 10 1 15 3 9 5 7 13 11 19 5 13 17 19 7 19 2 5 19 11 17 9 8 19 16 15 1 7 17 3 9 3 3 7 1 4 11 13 3 11 11 1 13 6 6 1 7 5 13 9 1 19 15 5 17 3 17 9 13 5 6 8 15 11 15 14 4 14 5 0 12 4 0 19 2 2 12 12 8 6 10 4 4 17 7 0 8 10 2 10 14 2 16 9 18 0 14 18 18 18 18 12 10 10 16 16 14 0 8 Concurrence matrix: 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 0 0 9 0 0 1 0 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 0 1 0 1 9 1 0 0 0 1 0 1 0 1 0 9 1 0 1 0 1 0 0 0 1 9 1 0 1 0 1 0 0 0 9 1 0 1 0 1 0 1 9 0 0 1 0 1 0 9 1 0 1 0 1 9 0 0 1 0 9 1 0 1 9 1 0 9 1 9 # v b try # seed iter score vbar e'(A) 74 20 94 1 336135723 126 3.9756 0.4185 0.966 Best design: 0 3 5 18 2 4 18 4 10 0 16 10 3 4 2 0 9 16 5 18 12 10 12 14 12 0 10 2 3 17 6 8 2 0 16 13 8 7 7 11 18 16 6 6 13 4 7 14 11 11 9 19 18 12 9 14 9 8 6 7 15 13 15 4 10 6 15 1 1 2 19 19 13 14 14 3 17 8 1 1 1 9 11 3 7 17 19 15 17 5 5 17 5 19 14 15 3 5 7 15 9 5 15 7 5 9 1 13 5 13 2 19 0 17 14 5 7 10 19 17 13 15 6 3 8 13 13 6 9 16 1 4 8 7 6 1 10 11 11 1 10 4 9 19 3 18 1 6 12 18 0 14 2 16 8 3 16 6 17 16 18 11 12 14 4 8 12 3 16 7 2 17 10 2 0 4 15 19 18 4 2 0 11 11 12 12 8 0 Concurrence matrix: 10 1 0 0 0 1 1 1 0 1 0 0 0 1 1 1 0 1 0 1 10 1 1 1 0 0 0 1 0 1 1 1 0 0 0 1 0 1 0 10 0 0 1 1 1 0 1 0 0 0 1 1 1 0 1 0 1 10 0 1 1 1 0 1 0 0 0 1 1 1 0 1 0 1 10 1 1 1 0 1 0 0 0 1 1 1 0 1 0 1 10 0 0 1 0 1 1 1 0 0 0 1 0 1 0 10 0 1 0 1 1 1 0 0 0 1 0 1 0 10 1 0 1 1 1 0 0 0 1 0 1 0 9 0 0 0 0 1 1 1 0 1 0 1 9 1 1 1 0 0 0 1 0 1 0 9 0 0 1 1 1 0 1 0 0 9 0 1 0 1 0 1 0 1 9 1 1 0 0 1 0 1 9 0 0 1 0 0 0 9 0 1 0 1 0 9 1 0 1 0 9 0 0 1 9 1 0 9 1 9 # v b try # seed iter score vbar e'(A) 75 20 95 1 311363412 141 3.9294 0.4136 0.9671 Best design: 7 1 8 4 3 8 6 18 19 0 6 4 14 18 4 0 6 14 16 13 14 12 18 15 6 16 12 18 13 10 4 5 0 4 2 10 14 2 15 18 5 10 10 12 15 0 19 6 5 3 11 15 9 9 19 7 8 15 17 11 13 8 7 11 1 1 3 0 11 2 1 13 3 12 16 9 5 1 17 17 9 9 19 13 2 2 3 8 7 5 16 19 17 7 17 14 17 13 13 12 15 3 3 4 15 5 3 17 5 9 3 15 13 5 0 9 9 2 4 17 3 7 19 18 5 11 12 11 7 12 19 2 6 14 7 0 2 7 17 10 2 1 11 14 8 10 1 16 10 0 16 5 12 8 14 6 11 6 18 9 2 1 9 16 4 7 1 14 13 15 8 1 11 10 4 18 6 12 16 16 8 10 19 0 4 19 6 0 8 18 Concurrence matrix: 10 0 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 9 1 0 0 0 1 0 1 0 1 9 0 0 1 0 1 0 1 0 9 1 0 1 0 1 0 1 9 1 0 1 0 1 0 9 1 0 1 0 0 9 1 0 0 0 9 0 0 1 9 1 0 9 1 9 # v b try # seed iter score vbar e'(A) 76 20 96 2 1347315180 148 3.8833 0.4088 0.9683 Best design: 18 14 4 8 18 0 12 17 4 10 4 18 12 0 0 18 14 9 16 6 18 2 2 14 10 3 17 2 6 16 10 2 8 16 9 12 8 0 6 8 11 5 7 6 12 15 9 4 11 8 7 15 11 3 4 17 6 7 17 1 1 17 10 3 10 13 0 5 15 13 1 19 14 2 19 1 15 7 5 19 16 3 11 5 5 11 7 9 1 13 12 3 19 13 9 13 7 1 15 19 19 15 17 2 19 9 9 15 7 5 19 11 11 14 13 5 3 5 3 7 19 0 14 13 17 7 3 1 3 1 2 3 11 17 7 5 4 4 10 15 9 12 0 13 12 9 0 2 6 16 1 4 9 2 8 18 6 18 5 6 17 0 11 16 8 12 8 6 13 11 2 10 10 4 18 14 15 14 16 12 14 10 8 18 0 8 1 4 16 10 16 6 Concurrence matrix: 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 9 1 0 1 0 1 0 0 9 1 0 1 0 0 0 9 0 0 1 0 1 9 1 0 1 0 9 0 0 1 9 1 0 9 1 9 # v b try # seed iter score vbar e'(A) 77 20 97 2 -1011210818 122 3.8373 0.4039 0.9698 Best design: 12 14 8 10 14 1 12 10 0 0 12 14 10 10 0 16 17 18 7 8 14 18 18 0 16 18 2 6 6 4 2 6 15 4 11 14 10 4 5 4 4 8 8 16 11 2 3 19 7 19 11 7 1 15 9 17 15 19 9 2 9 15 11 13 3 12 9 13 9 1 13 0 13 11 1 6 8 12 16 5 5 3 19 7 5 3 6 1 17 7 2 3 19 13 5 17 15 16 5 16 9 19 17 7 7 16 19 13 13 1 3 9 17 7 11 2 11 9 16 13 7 2 7 3 1 19 1 11 3 10 5 12 15 19 15 6 3 11 9 1 10 6 9 12 17 6 12 0 14 0 0 6 3 18 4 18 5 17 6 14 0 8 1 4 2 12 18 4 5 17 10 14 16 13 15 4 12 8 18 8 4 18 14 13 2 5 8 15 0 2 10 10 11 8 Concurrence matrix: 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 0 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 1 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 1 0 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 0 1 1 0 10 1 0 1 0 1 0 1 0 1 0 1 1 0 0 1 10 1 0 1 0 1 0 1 0 1 0 0 1 1 0 10 1 0 1 0 1 0 1 0 1 1 0 0 1 10 1 0 1 0 1 0 1 0 0 1 1 0 10 1 0 1 0 1 0 1 1 0 0 1 10 1 0 1 0 1 0 0 1 1 0 10 1 0 1 0 1 1 0 0 1 10 1 0 1 0 0 1 1 0 10 1 0 1 1 0 0 1 10 1 0 0 1 1 0 9 1 0 0 0 1 9 0 0 1 0 9 1 1 0 9 0 1 9 0 9 # v b try # seed iter score vbar e'(A) 78 20 98 4 -1571922346 116 3.7915 0.3991 0.9716 Best design: 0 10 10 19 14 16 0 10 19 4 16 6 14 8 2 6 12 0 14 16 4 2 8 6 14 8 18 2 14 6 12 6 12 4 18 3 18 2 4 2 1 11 9 10 13 3 16 15 13 8 11 9 4 16 19 8 10 5 11 0 3 7 9 7 11 15 12 13 15 7 5 5 3 5 11 1 15 7 17 1 12 13 18 1 3 13 17 18 0 5 17 15 9 17 19 9 7 1 9 7 11 14 13 19 15 19 2 1 13 19 5 7 13 11 13 17 11 7 19 11 1 1 3 3 5 3 9 7 3 15 11 9 15 16 7 5 17 15 14 18 6 1 0 6 9 4 6 5 8 10 13 15 12 17 17 6 16 5 4 2 8 14 4 10 1 10 8 4 12 10 10 4 0 18 14 0 2 0 17 8 3 2 0 18 18 9 19 16 6 12 12 14 8 2 12 16 Concurrence matrix: 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 10 1 0 1 0 1 0 10 1 0 1 0 1 10 1 0 1 0 9 0 0 1 9 1 0 9 0 9 # v b try # seed iter score vbar e'(A) 79 20 99 2 -326363135 144 3.7538 0.3951 0.9714 Best design: 12 6 2 12 6 16 16 4 15 0 16 10 8 14 4 5 6 0 0 18 9 10 11 0 18 10 16 6 10 13 11 4 10 2 11 15 16 14 14 8 17 3 6 5 14 15 8 12 17 7 11 7 9 0 19 18 19 17 5 9 14 2 8 9 8 15 1 19 7 5 4 12 1 18 19 13 3 4 3 3 3 5 17 15 7 1 9 13 2 1 1 12 11 13 13 2 17 7 18 8 12 0 9 13 2 5 11 10 5 9 5 5 17 7 14 5 7 15 11 17 12 14 13 12 19 11 15 2 18 0 3 17 6 9 16 3 7 3 2 0 1 3 18 15 4 15 1 4 9 6 6 2 19 4 19 6 16 4 13 12 18 11 3 19 1 11 16 16 1 2 16 7 7 14 8 18 12 0 8 10 9 6 13 8 17 15 14 14 19 13 0 10 10 4 1 8 10 17 Concurrence matrix: 10 0 1 1 0 1 0 1 0 0 0 1 1 1 0 1 0 1 0 1 10 1 1 0 1 0 1 0 0 0 1 1 1 0 1 0 1 0 1 10 0 1 0 1 0 1 1 1 0 0 0 1 0 1 0 1 0 10 1 0 1 0 1 1 1 0 0 0 1 0 1 0 1 0 10 1 0 1 0 0 0 1 1 1 0 1 0 1 0 1 10 1 0 1 1 1 0 0 0 1 0 1 0 1 0 10 1 0 0 0 1 1 1 0 1 0 1 0 1 10 1 1 1 0 0 0 1 0 1 0 1 0 10 0 0 1 1 1 0 1 0 1 0 1 10 0 1 1 1 0 1 1 1 0 0 10 1 1 1 0 1 0 1 0 1 10 0 0 1 0 1 0 1 0 10 0 1 0 1 0 1 0 10 1 1 0 0 1 0 10 1 0 1 0 1 10 1 0 0 0 10 1 0 1 10 1 0 9 1 9 # v b try # seed iter score vbar e'(A) 80 20 100 4 921815454 148 3.7 0.3895 0.9757 Best design: 10 17 0 0 18 2 1 5 14 3 16 0 2 9 4 9 18 14 4 16 3 17 4 16 12 18 14 4 8 16 12 0 17 13 6 15 12 8 15 18 19 8 7 7 2 6 13 12 0 19 1 16 2 14 3 15 3 10 1 12 7 8 19 5 2 14 11 15 9 11 13 9 6 11 17 19 19 1 13 10 6 3 10 7 8 10 11 18 9 13 6 5 4 15 5 1 11 5 7 17 18 5 5 6 19 13 12 2 19 4 12 11 12 7 7 15 13 15 10 10 17 7 13 6 18 3 13 15 7 19 8 3 11 9 14 17 14 10 1 15 4 5 18 1 6 1 16 17 7 2 5 15 3 3 8 8 9 2 3 0 14 6 17 4 11 11 18 2 19 1 1 12 4 9 13 8 0 10 0 0 17 16 14 2 11 9 4 5 6 8 18 14 12 0 9 19 16 16 16 10 Concurrence matrix: 10 0 0 1 0 1 1 1 0 0 1 1 1 1 0 1 0 0 0 1 10 0 1 0 1 1 1 0 0 1 1 1 1 0 1 0 0 0 1 10 1 0 1 1 1 0 0 1 1 1 1 0 1 0 0 0 1 10 1 0 0 0 1 1 0 0 0 0 1 0 1 1 1 0 10 1 1 1 0 0 1 1 1 1 0 1 0 0 0 1 10 0 0 1 1 0 0 0 0 1 0 1 1 1 0 10 0 1 1 0 0 0 0 1 0 1 1 1 0 10 1 1 0 0 0 0 1 0 1 1 1 0 10 0 1 1 1 1 0 1 0 0 0 1 10 1 1 1 1 0 1 0 0 0 1 10 0 0 0 1 0 1 1 1 0 10 0 0 1 0 1 1 1 0 10 0 1 0 1 1 1 0 10 1 0 1 1 1 0 10 1 0 0 0 1 10 1 1 1 0 10 0 0 1 10 0 1 10 1 10 # v b try # seed iter score vbar e'(A) 81 20 101 14 -1078410982 143 3.6667 0.386 0.9748 Best design: 4 4 19 16 6 2 18 10 8 10 12 14 9 6 14 12 4 12 12 7 12 3 0 9 14 18 11 8 19 16 18 2 15 0 3 7 7 11 16 8 1 17 2 10 7 18 16 17 5 3 0 8 14 7 10 19 2 19 15 0 0 9 6 6 16 11 18 11 13 6 2 17 13 3 8 1 17 15 11 5 4 4 10 13 15 19 1 15 1 5 14 3 5 1 0 13 5 13 9 17 9 8 0 11 10 11 8 1 7 9 13 16 16 17 0 11 11 15 7 13 6 5 1 10 16 5 11 10 12 15 4 16 7 12 2 5 3 14 9 3 19 19 10 16 15 4 7 19 12 9 15 18 18 15 9 5 17 13 7 2 3 19 13 1 17 6 4 13 2 6 8 1 2 14 8 14 10 18 6 3 2 17 1 8 3 9 5 14 18 0 4 0 17 18 12 12 4 6 19 1 14 0 Concurrence matrix: 11 1 1 1 1 0 1 0 0 1 1 0 1 0 1 0 0 0 1 1 11 1 1 1 0 1 0 0 1 1 0 1 0 1 0 0 0 1 1 10 0 0 1 0 1 1 0 0 1 0 1 0 1 1 1 0 0 10 0 1 0 1 1 0 0 1 0 1 0 1 1 1 0 0 10 1 0 1 1 0 0 1 0 1 0 1 1 1 0 0 10 1 0 0 1 1 0 1 0 1 0 0 0 1 1 10 1 1 0 0 1 0 1 0 1 1 1 0 0 10 0 1 1 0 1 0 1 0 0 0 1 1 10 1 1 0 1 0 1 0 0 0 1 1 10 0 1 0 1 0 1 1 1 0 0 10 1 0 1 0 1 1 1 0 0 10 1 0 1 0 0 0 1 1 10 1 0 1 1 1 0 0 10 1 0 0 0 1 1 10 1 1 1 0 0 10 0 0 1 1 10 0 1 1 10 1 1 10 0 10 # v b try # seed iter score vbar e'(A) 82 20 102 2 -277058218 124 3.6333 0.3825 0.9741 Best design: 6 18 0 4 0 14 11 14 18 0 16 16 8 2 2 16 15 8 12 8 18 18 4 10 16 14 10 3 6 8 0 6 2 12 12 10 14 4 12 19 4 7 2 9 12 17 3 8 14 18 1 3 15 0 10 9 9 7 5 5 5 13 19 3 10 17 19 1 15 17 11 15 6 13 7 1 17 13 6 7 1 3 4 9 15 5 17 11 11 19 2 11 16 7 1 1 13 13 19 9 3 5 17 7 17 7 9 15 0 11 11 3 7 17 9 7 5 5 12 3 5 15 17 15 15 1 9 19 13 16 3 17 13 13 9 7 13 19 1 1 19 16 19 14 15 12 11 14 18 13 3 5 2 1 0 19 5 18 14 8 4 14 8 14 8 10 11 4 18 18 16 12 8 6 11 16 6 12 10 4 9 10 8 12 3 10 10 6 2 2 4 6 0 16 1 0 0 6 18 2 2 4 2 0 Concurrence matrix: 11 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 10 1 0 1 0 1 0 10 1 0 1 0 1 10 1 0 1 0 10 1 0 1 10 1 0 10 1 10 # v b try # seed iter score vbar e'(A) 83 20 103 18 -120357827 143 3.6 0.3789 0.9736 Best design: 4 6 7 16 15 12 2 8 4 4 6 14 4 7 10 10 18 8 2 14 10 2 0 10 6 19 16 6 12 1 16 14 9 13 19 5 12 0 13 5 12 1 4 10 9 18 9 11 9 11 16 0 9 0 19 14 14 15 1 0 12 13 16 1 1 18 3 11 15 13 17 2 18 11 2 2 17 3 7 5 17 8 8 3 17 19 7 5 13 3 0 17 19 3 11 7 8 18 15 5 5 6 15 15 19 3 18 16 0 3 11 2 9 18 19 1 9 1 18 2 19 11 15 11 19 14 5 1 10 9 9 9 7 5 5 14 1 13 2 15 5 11 6 11 16 17 3 10 14 8 4 13 16 17 10 2 16 12 3 1 13 12 6 17 0 3 2 8 13 6 6 7 17 14 15 4 7 0 17 7 1 18 7 6 0 18 13 10 16 0 8 5 4 4 8 4 12 14 19 3 12 8 12 4 15 10 Concurrence matrix: 11 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 0 0 0 11 1 1 1 0 1 1 1 0 1 0 1 1 1 0 1 0 0 0 11 1 1 1 0 0 0 1 0 1 0 0 0 1 0 1 1 1 11 1 0 1 1 1 0 1 0 1 1 1 0 1 0 0 0 11 1 0 0 0 1 0 1 0 0 0 1 0 1 1 1 11 1 1 1 0 1 0 1 1 1 0 1 0 0 0 10 0 0 1 0 1 0 0 0 1 0 1 1 1 10 0 1 0 1 0 0 0 1 0 1 1 1 10 1 0 1 0 0 0 1 0 1 1 1 10 1 0 1 1 1 0 1 0 0 0 10 1 0 0 0 1 0 1 1 1 10 1 1 1 0 1 0 0 0 10 0 0 1 0 1 1 1 10 0 1 0 1 1 1 10 1 0 1 1 1 10 1 0 0 0 10 1 1 1 10 0 0 10 0 10 # v b try # seed iter score vbar e'(A) 84 20 104 2 -1932657460 129 3.5667 0.3754 0.9732 Best design: 10 3 10 5 0 8 0 0 4 15 2 13 8 4 0 14 13 10 16 6 4 12 1 12 15 12 16 15 6 3 16 16 6 14 0 0 18 19 8 16 2 4 17 2 6 11 9 13 2 14 19 14 2 6 18 3 17 19 14 10 11 1 9 5 18 3 10 1 15 17 1 8 9 9 1 7 11 7 18 3 17 7 5 19 19 7 12 15 11 8 11 9 5 12 13 1 17 7 18 7 4 13 5 3 19 0 7 15 5 3 1 7 9 1 9 4 11 19 11 11 15 17 17 2 5 1 10 7 3 3 5 17 19 4 19 11 1 5 17 13 16 15 13 9 17 0 12 3 13 10 10 14 13 3 12 9 11 5 8 16 14 2 18 13 15 4 8 2 6 6 18 16 9 4 2 7 0 6 14 6 4 16 2 10 8 4 10 0 14 14 5 18 12 19 6 12 7 18 16 8 6 15 0 2 18 12 8 1 Concurrence matrix: 11 1 0 1 1 1 0 1 0 1 0 1 0 1 0 0 0 1 1 1 11 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1 0 0 0 11 1 0 1 1 1 0 1 0 1 0 1 0 0 0 1 1 1 11 1 0 1 0 1 0 1 0 1 0 1 1 1 0 0 0 11 1 0 1 0 1 0 1 0 1 0 0 0 1 1 1 11 1 1 1 0 1 0 1 0 1 1 1 0 0 0 11 1 0 1 0 1 0 1 0 0 0 1 1 1 11 1 0 1 0 1 0 1 1 1 0 0 0 10 1 0 1 0 1 0 0 0 1 1 1 10 1 0 1 0 1 1 1 0 0 0 10 1 0 1 0 0 0 1 1 1 10 1 0 1 1 1 0 0 0 10 1 0 0 0 1 1 1 10 1 1 1 0 0 0 10 0 0 1 1 1 10 0 1 1 1 10 1 1 1 10 0 0 10 0 10 # v b try # seed iter score vbar e'(A) 85 20 105 3 -968405803 137 3.5357 0.3722 0.9724 Best design: 0 0 14 6 2 2 13 2 18 12 8 6 9 16 12 14 10 8 4 2 19 18 10 4 10 5 4 0 1 16 8 6 12 8 18 15 16 12 2 12 6 16 14 16 7 8 18 0 14 5 13 1 19 7 1 9 10 7 7 4 8 17 17 9 18 1 3 11 17 6 15 4 15 7 10 5 13 6 11 3 13 19 9 1 5 11 15 15 14 9 5 1 17 19 3 3 3 0 11 11 19 7 17 13 9 17 7 11 1 3 4 0 5 7 17 1 8 4 13 19 1 19 7 19 15 0 13 5 5 7 0 17 3 12 15 13 17 13 5 5 4 19 9 11 15 5 1 9 11 6 19 3 11 17 14 14 4 14 14 2 16 13 12 16 3 15 8 2 0 1 10 8 8 16 15 18 7 14 2 11 12 6 9 12 16 2 18 2 0 9 4 0 10 3 10 16 9 10 6 12 6 10 8 18 6 2 3 18 4 18 Concurrence matrix: 11 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 11 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 1 1 0 1 0 1 0 1 0 1 0 11 1 1 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 0 11 0 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 0 10 1 0 1 0 1 0 1 10 1 0 1 0 1 0 10 1 0 1 0 1 10 1 0 1 0 10 1 0 1 10 1 0 10 1 10 # v b try # seed iter score vbar e'(A) 86 20 106 4 -721148905 143 3.5 0.3684 0.973 Best design: 10 4 4 12 16 16 6 11 0 5 18 16 8 4 14 0 6 6 16 8 10 18 4 0 18 0 10 6 8 14 3 12 6 8 0 19 8 2 12 6 9 14 11 14 10 3 2 18 10 17 18 1 5 7 13 13 2 12 15 17 1 4 2 12 9 1 3 19 2 13 3 9 5 9 1 11 15 8 0 3 7 2 17 15 17 11 19 9 16 19 1 13 7 5 4 7 15 15 14 17 5 19 7 1 13 11 4 14 18 4 5 4 3 17 7 11 7 3 7 0 1 5 7 17 15 1 1 3 6 3 13 17 15 19 4 7 12 5 9 19 13 0 5 4 1 13 11 5 15 3 7 8 8 15 19 18 9 9 10 12 11 8 9 17 6 16 18 3 15 9 8 0 11 18 13 10 10 10 2 0 6 6 12 17 10 2 16 19 14 8 10 19 14 14 9 12 2 16 11 18 11 5 0 14 13 2 6 16 2 16 12 1 Concurrence matrix: 11 1 0 1 1 1 0 1 0 1 1 0 0 1 0 1 0 1 0 1 11 1 0 0 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 11 1 1 1 0 1 1 1 0 0 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 11 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 11 1 1 1 0 1 1 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 1 1 0 1 0 1 0 1 0 11 1 0 0 0 1 0 1 0 1 0 1 11 1 1 1 0 1 0 1 0 1 0 11 0 0 1 0 1 0 1 0 1 11 0 1 0 1 0 1 0 1 10 1 0 1 0 1 0 1 10 1 0 1 0 1 0 10 1 0 1 0 1 10 1 0 1 0 10 1 0 1 10 1 0 10 1 10 # v b try # seed iter score vbar e'(A) 87 20 107 1 152534056 120 3.4691 0.3652 0.9726 Best design: 19 2 14 14 12 3 7 6 6 16 2 18 12 10 14 4 0 13 0 12 16 1 10 8 14 8 4 16 0 16 3 18 6 14 12 18 0 2 18 6 8 10 12 16 6 10 2 4 6 7 8 18 8 4 5 11 7 13 2 0 5 15 10 3 15 11 13 5 4 3 19 3 13 15 1 9 13 1 7 9 17 7 11 15 8 17 19 9 1 19 11 19 17 1 3 5 5 1 9 9 11 17 9 17 13 15 5 6 7 5 13 19 18 14 17 11 15 11 13 6 13 3 7 10 7 15 7 17 16 3 4 19 2 13 3 3 7 5 17 3 1 5 11 19 13 5 15 7 5 9 9 1 11 9 1 9 6 17 15 15 11 8 14 0 6 17 1 6 2 19 1 12 0 8 16 9 12 16 4 12 10 2 10 0 18 10 8 12 18 8 4 19 14 2 18 10 18 12 4 10 8 2 2 4 12 11 0 16 4 14 0 16 14 0 Concurrence matrix: 11 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 11 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 11 1 1 1 0 0 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 1 1 0 1 0 1 0 1 11 1 0 1 0 1 1 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 11 1 1 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 11 1 0 1 0 1 0 10 1 0 1 0 1 10 1 0 1 0 10 1 0 1 10 1 0 10 1 10 # v b try # seed iter score vbar e'(A) 88 20 108 17 -229283476 125 3.4357 0.3617 0.9729 Best design: 10 0 4 18 16 12 0 6 14 4 18 18 15 6 4 10 16 17 18 5 10 8 6 0 14 14 17 6 15 14 4 6 10 16 16 2 12 17 12 19 7 12 0 16 0 12 7 18 13 8 14 19 8 7 8 8 11 4 12 15 13 11 13 3 9 2 10 13 3 9 5 9 9 1 3 11 19 5 8 2 7 11 19 2 1 11 9 15 3 1 5 1 3 5 15 11 7 15 19 9 2 17 7 17 1 13 3 1 2 19 5 15 9 19 2 1 13 7 7 1 16 0 15 11 2 19 3 11 4 3 7 9 12 5 13 13 17 1 3 5 7 11 5 6 3 9 2 16 16 7 15 13 1 1 2 11 18 19 15 4 5 14 13 11 17 2 9 12 12 6 10 9 8 18 19 4 10 18 18 4 14 13 0 14 14 15 0 8 8 0 18 17 8 12 10 6 14 17 10 4 6 12 10 4 0 8 6 6 14 3 17 5 16 0 16 10 Concurrence matrix: 11 1 1 1 0 0 1 1 1 1 0 1 0 1 0 1 0 0 0 1 11 0 0 1 0 1 0 1 0 1 0 1 1 1 0 1 1 1 0 11 0 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 0 11 1 0 1 0 1 1 1 0 1 0 1 0 1 1 1 0 11 1 0 1 0 1 1 1 0 1 0 1 0 0 0 1 11 1 0 1 0 1 1 1 0 1 1 1 1 1 0 11 1 0 1 0 1 0 1 0 1 0 0 0 1 11 1 0 1 0 1 0 1 0 1 1 1 0 11 1 0 1 0 1 0 1 0 0 0 1 11 1 0 1 0 1 0 1 1 1 0 11 1 0 1 0 1 0 0 0 1 11 1 0 1 0 1 1 1 0 11 1 1 1 0 0 0 1 11 1 0 1 1 1 0 11 1 0 0 0 1 11 1 1 1 0 10 0 0 1 10 0 1 10 1 10 # v b try # seed iter score vbar e'(A) 89 20 109 30 -1720153694 138 3.4024 0.3581 0.9734 Best design: 11 17 18 19 8 17 0 12 6 10 10 19 1 4 10 17 2 0 6 10 11 0 7 19 17 4 6 8 8 14 6 12 10 17 16 2 12 6 16 4 12 16 8 16 16 4 3 2 14 18 15 2 4 8 12 3 16 0 1 14 14 7 9 14 2 15 11 19 15 18 1 0 15 7 9 13 1 7 13 7 4 11 18 1 18 19 11 7 3 9 15 13 15 13 5 17 13 5 11 5 9 9 9 5 3 5 3 13 5 8 15 11 8 13 0 13 10 11 9 7 18 13 9 19 16 5 11 17 3 10 19 6 6 10 1 9 7 3 1 5 19 1 11 14 19 15 3 19 5 5 13 17 11 15 7 16 1 5 17 8 17 13 6 7 0 9 1 8 17 3 0 0 15 15 0 12 14 4 9 16 2 6 2 7 2 12 16 6 14 12 2 3 6 1 4 14 18 12 2 10 14 18 18 16 4 10 3 4 18 12 14 8 10 4 8 2 12 0 Concurrence matrix: 11 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 11 1 1 1 0 1 0 1 0 1 0 1 0 1 11 1 1 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 11 1 1 1 0 1 0 1 0 1 11 1 0 1 0 1 1 1 0 11 1 0 1 0 0 0 1 11 1 0 1 0 1 0 11 1 1 1 0 1 11 1 1 1 0 11 1 0 1 11 1 0 10 1 10 # v b try # seed iter score vbar e'(A) 90 20 110 25 -1296886003 133 3.3706 0.3548 0.9737 Best design: 18 6 8 5 12 4 16 16 14 0 7 17 18 8 4 8 10 18 12 13 2 12 8 4 12 1 6 5 19 4 12 16 10 19 8 13 2 2 11 10 7 5 6 19 14 15 16 6 6 14 4 10 6 17 0 16 3 15 2 0 19 10 11 9 0 11 0 7 18 11 5 2 11 0 3 9 19 1 15 15 4 11 15 17 7 9 3 1 14 13 13 14 1 17 7 3 9 13 1 17 5 5 3 3 9 18 1 9 17 7 6 7 1 13 0 3 19 7 2 17 19 15 1 13 13 11 8 3 3 18 4 13 4 1 4 19 2 15 0 15 7 10 12 11 9 14 12 19 17 11 5 11 15 10 1 12 3 10 13 15 5 17 9 3 8 11 19 8 16 6 9 0 6 16 5 4 16 14 10 18 2 8 14 18 6 2 15 5 7 16 0 12 18 1 8 18 8 16 0 16 17 10 13 2 18 5 17 19 6 14 9 10 14 9 12 2 12 14 7 4 Concurrence matrix: 11 0 0 0 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1 1 11 0 0 1 1 1 0 1 0 0 0 1 1 1 0 1 1 1 1 11 0 1 1 1 0 1 1 0 0 1 0 1 0 1 1 1 1 11 1 1 1 0 1 1 0 0 1 0 1 0 1 1 1 1 11 1 0 1 1 0 0 1 1 1 0 1 0 0 0 0 11 0 1 0 1 1 1 0 1 0 1 0 0 0 0 11 1 0 1 1 1 0 1 0 1 0 0 1 0 11 1 0 0 0 1 0 1 1 1 1 1 1 11 1 1 1 0 1 0 1 0 0 0 0 11 0 0 1 0 1 0 1 1 1 1 11 1 1 0 1 0 1 1 1 1 11 1 0 1 0 1 1 1 1 11 1 0 1 0 0 0 0 11 1 0 1 1 1 1 11 1 0 1 0 0 11 1 1 1 1 11 0 0 1 11 0 0 11 0 11 # v b try # seed iter score vbar e'(A) 91 20 111 6 793763542 113 3.3391 0.3515 0.974 Best design: 16 8 4 4 18 16 10 12 0 14 16 2 12 18 14 10 12 2 12 12 16 6 18 0 6 2 13 16 0 0 18 10 16 2 2 19 6 4 8 18 8 6 19 19 11 4 4 14 4 14 9 17 11 15 10 7 17 2 3 8 0 6 0 13 19 17 12 17 10 9 15 3 13 5 9 7 1 3 14 17 1 5 1 15 8 7 13 13 3 1 7 13 9 19 5 15 9 11 7 11 18 15 5 1 3 11 5 1 7 17 3 3 9 11 12 19 0 7 17 3 5 9 5 3 15 9 5 11 19 15 19 7 19 13 11 15 7 1 11 13 7 7 13 5 9 11 11 17 13 1 9 17 0 8 16 6 15 9 13 19 3 15 16 18 16 1 17 10 1 18 0 19 5 15 2 10 2 1 18 14 0 10 1 6 0 12 14 18 10 17 4 16 4 4 2 3 6 8 16 6 14 8 12 6 14 8 14 10 10 4 8 2 8 18 6 2 14 12 5 12 0 4 Concurrence matrix: 12 0 0 1 0 1 1 1 1 1 0 1 0 1 0 1 1 1 0 1 12 1 1 1 1 1 0 1 0 1 0 1 1 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 1 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 1 1 0 11 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 1 1 0 1 0 11 1 0 1 1 1 0 1 0 1 11 1 0 1 0 1 0 1 1 11 1 0 1 0 1 0 1 11 1 0 1 0 1 0 11 1 0 1 0 1 11 1 0 1 0 11 1 0 1 11 1 0 11 1 11 # v b try # seed iter score vbar e'(A) 92 20 112 22 1077782028 137 3.3108 0.3485 0.9735 Best design: 18 17 0 12 2 16 18 10 18 12 10 19 18 14 6 12 0 6 4 6 12 10 12 8 16 10 18 16 6 16 8 16 11 6 5 4 10 14 19 8 15 10 2 16 8 0 8 2 2 4 15 7 4 14 15 7 5 3 8 19 4 18 1 1 14 13 2 1 9 13 2 1 9 0 5 5 3 15 7 17 3 1 13 11 5 9 14 17 0 0 17 3 7 1 5 9 7 11 9 17 17 15 3 11 19 3 13 11 9 7 19 13 11 10 15 15 7 19 2 19 9 17 11 3 19 0 17 0 5 9 19 1 1 3 3 17 15 1 5 10 11 1 15 5 3 7 6 13 7 19 12 7 3 13 15 9 13 13 9 13 17 7 6 16 11 5 10 0 12 16 11 8 0 3 18 13 1 12 6 17 4 6 19 8 5 8 2 4 4 4 1 4 6 4 16 12 8 10 15 0 9 11 14 8 18 2 10 12 12 14 14 18 16 18 2 16 6 14 18 2 2 14 0 14 Concurrence matrix: 12 0 0 0 1 1 0 1 1 1 0 1 1 1 1 1 0 1 0 1 12 1 0 1 0 1 1 1 0 1 0 1 1 1 0 1 1 1 0 12 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 0 1 1 1 0 1 1 1 0 1 1 11 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 1 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 1 1 0 1 11 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 11 1 0 1 0 1 0 11 1 0 1 0 1 11 1 0 1 0 11 1 0 1 11 1 0 11 1 11 # v b try # seed iter score vbar e'(A) 93 20 113 12 -153778242 167 3.2805 0.3453 0.9738 Best design: 10 8 16 18 7 6 10 5 10 12 7 19 6 4 7 12 12 6 8 14 6 4 16 0 12 4 16 11 14 18 14 0 19 12 0 0 11 13 14 4 8 14 14 10 2 11 5 17 2 15 1 16 6 8 18 9 18 10 1 17 4 6 16 10 7 8 3 2 5 3 12 19 2 13 16 9 11 9 1 19 8 15 1 9 13 15 2 3 13 5 1 19 15 0 11 19 3 2 1 5 17 13 4 7 3 0 9 15 3 18 17 5 17 15 17 1 17 3 3 13 9 5 11 11 14 17 10 13 5 19 13 11 9 9 16 11 16 17 15 15 0 17 9 1 7 3 9 5 12 14 12 13 17 13 5 0 19 15 6 7 7 4 14 18 13 0 1 0 3 11 9 12 10 6 15 5 3 19 19 4 19 18 14 4 16 7 1 3 8 1 7 2 18 4 12 6 2 18 8 11 8 2 8 15 1 18 8 10 6 18 0 10 6 16 5 14 4 12 10 16 7 2 4 2 2 0 Concurrence matrix: 12 0 1 0 0 1 1 1 1 0 1 1 1 0 1 0 1 1 1 0 12 1 0 0 0 1 0 1 0 1 1 1 1 1 1 1 0 1 1 12 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 12 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 1 12 0 1 1 1 0 1 0 1 0 1 1 1 1 1 0 12 1 1 1 1 1 0 1 1 1 0 1 0 1 0 11 0 0 1 0 1 0 1 0 1 0 1 0 1 11 0 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 11 1 0 1 0 1 0 11 1 0 1 0 1 11 1 0 1 0 11 1 0 1 11 1 0 11 1 11 # v b try # seed iter score vbar e'(A) 94 20 114 27 -2015459928 142 3.252 0.3423 0.9738 Best design: 4 9 0 4 6 2 10 0 9 4 14 4 18 15 8 18 16 18 16 18 18 12 14 14 0 12 2 12 9 15 14 18 2 12 11 4 6 6 2 6 9 14 2 5 1 10 10 10 7 1 1 2 17 14 15 10 12 6 0 8 10 19 0 3 15 16 16 3 1 16 7 8 4 17 17 8 19 6 3 15 17 5 8 13 3 19 5 13 11 15 1 11 13 11 0 13 1 9 16 19 5 7 5 3 7 5 19 7 7 17 3 11 17 13 2 7 18 0 0 0 19 9 1 17 16 19 17 9 5 7 6 16 4 11 1 5 17 19 1 0 16 1 11 5 15 15 7 11 3 3 7 4 15 11 13 1 17 13 19 15 7 13 19 6 10 5 9 3 12 5 13 3 14 3 0 18 11 10 0 12 9 9 17 3 12 16 1 6 5 15 8 13 13 6 12 6 11 2 12 2 9 4 10 4 2 2 8 4 8 14 8 19 10 12 7 14 18 18 4 14 6 16 8 8 2 14 10 18 Concurrence matrix: 12 1 1 0 1 0 1 0 1 1 1 1 1 0 1 1 0 0 1 0 12 1 0 1 0 1 0 1 1 1 0 1 0 1 0 0 1 1 1 12 1 1 1 0 1 0 0 0 1 0 1 0 1 1 1 0 1 12 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 12 0 1 1 0 0 0 1 0 1 0 1 1 1 0 1 12 1 1 1 1 1 0 1 1 1 1 0 1 1 0 12 1 0 0 0 1 0 1 0 1 1 1 0 1 12 1 1 1 0 1 0 1 0 1 0 1 1 11 0 0 1 0 1 0 1 1 1 0 1 11 0 1 0 1 0 1 1 1 0 1 11 1 0 1 0 1 1 1 0 1 11 1 0 1 0 0 0 1 0 11 1 0 1 1 1 0 1 11 1 0 0 0 1 0 11 1 1 1 0 1 11 0 0 1 0 11 0 1 0 11 1 0 11 1 11 # v b try # seed iter score vbar e'(A) 95 20 115 14 925920440 145 3.2223 0.3392 0.9742 Best design: 14 10 0 14 14 16 4 1 14 12 12 16 8 6 6 6 12 2 0 16 4 6 12 9 16 2 4 5 18 0 10 8 9 1 8 2 18 6 18 11 14 9 5 9 2 11 12 8 6 7 0 0 1 9 17 10 10 7 5 16 15 1 14 18 17 4 10 15 11 8 11 11 0 17 2 15 3 9 15 3 4 11 13 17 19 15 7 13 19 18 5 19 17 5 7 4 7 19 19 13 15 3 5 1 2 12 3 3 7 10 13 8 1 13 3 6 17 12 17 3 11 1 18 11 5 15 6 1 11 12 13 1 5 19 17 9 1 3 5 19 1 15 6 7 7 13 3 13 16 14 15 2 7 19 8 5 19 7 17 8 18 7 19 17 8 1 11 3 15 18 15 3 9 0 3 6 14 7 13 2 16 8 14 12 13 4 9 13 0 0 16 6 18 18 9 19 10 14 8 14 8 2 4 10 5 16 6 4 10 4 0 16 12 2 12 0 4 4 9 11 17 0 2 10 9 2 5 10 16 18 Concurrence matrix: 12 1 1 1 1 1 0 1 0 0 0 1 1 1 0 1 0 1 0 1 12 1 1 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 12 1 0 1 0 1 1 0 0 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 12 1 0 1 0 1 0 1 0 1 0 1 1 1 0 1 12 1 1 1 1 1 0 1 0 1 0 1 0 1 0 12 1 0 0 0 1 1 1 1 1 1 1 0 1 12 1 1 1 0 1 0 1 0 1 0 1 0 12 0 1 1 0 1 1 1 0 1 0 1 12 1 1 0 1 0 1 0 1 1 1 11 1 0 1 0 1 0 1 0 1 11 1 0 1 0 1 0 1 0 11 1 0 1 0 1 0 1 11 1 0 1 0 1 0 11 1 0 1 0 1 11 1 0 1 0 11 1 0 1 11 1 0 11 1 11 # v b try # seed iter score vbar e'(A) 96 20 116 10 1621059762 150 3.1957 0.3364 0.9738 Best design: 8 19 10 18 2 10 4 4 12 4 6 18 11 16 6 8 5 8 2 0 0 16 12 12 5 14 16 4 0 8 8 14 4 9 0 14 4 16 18 7 14 16 16 1 12 3 14 7 9 0 6 12 11 18 10 3 0 6 12 1 17 3 9 6 15 5 8 10 6 13 9 5 2 2 9 19 2 5 1 2 13 10 13 1 19 11 19 9 3 18 19 10 17 19 7 7 17 3 13 5 15 1 17 13 11 13 15 3 7 1 17 7 15 15 11 11 11 0 15 0 19 11 8 0 3 3 2 14 1 5 19 18 15 7 9 5 7 11 7 1 13 7 9 18 9 1 15 11 17 3 15 15 1 18 2 4 13 19 1 14 18 19 9 3 4 11 9 13 4 1 18 16 3 18 5 9 14 14 12 17 7 8 17 5 13 0 17 17 10 13 8 5 15 6 0 17 11 3 8 10 4 7 12 10 6 5 14 19 0 8 2 6 12 2 4 14 6 2 10 10 2 16 16 8 10 6 16 16 4 12 12 6 Concurrence matrix: 12 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 12 1 0 0 1 1 0 1 1 1 0 1 0 1 0 1 1 1 12 1 0 1 1 1 1 1 0 1 0 1 0 1 0 0 1 12 0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 0 1 1 1 1 1 1 1 1 12 1 0 1 0 1 0 1 0 1 0 1 1 1 12 1 0 1 1 1 0 1 1 1 0 0 0 12 1 0 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 0 1 1 0 0 12 1 0 1 0 1 0 1 1 1 12 1 1 1 0 1 0 0 0 11 1 0 1 0 1 1 1 11 1 0 1 0 0 0 11 1 0 1 1 1 11 1 0 0 0 11 1 1 1 11 0 0 11 0 11 # v b try # seed iter score vbar e'(A) 97 20 117 2 -901456590 148 3.167 0.3334 0.9743 Best design: 8 17 0 8 3 10 13 19 4 16 8 14 13 12 0 0 8 14 12 12 12 18 0 9 5 14 2 6 2 0 3 9 5 14 14 10 6 16 4 10 7 4 2 18 4 12 7 4 18 5 16 6 0 1 16 14 8 12 5 11 2 17 18 15 13 1 3 6 10 9 4 7 16 9 9 17 18 19 13 11 6 16 7 17 11 13 17 10 15 1 2 10 5 6 3 13 11 8 3 19 1 1 1 7 7 9 15 19 19 19 11 2 11 15 5 15 3 17 3 13 19 15 18 7 3 19 7 1 7 2 2 3 9 9 11 13 15 18 6 8 11 15 1 7 9 9 18 9 5 13 5 15 7 17 9 8 13 5 18 1 2 13 3 3 11 8 1 6 19 7 4 3 17 15 19 17 12 17 0 16 0 11 12 1 11 17 12 15 12 13 10 14 12 14 14 14 16 0 19 6 4 1 6 16 4 6 16 5 12 18 5 4 8 0 11 14 10 10 6 0 4 8 4 10 5 0 2 10 8 2 16 10 2 18 Concurrence matrix: 12 1 0 1 0 0 1 1 1 1 0 1 0 1 0 1 0 1 1 1 12 1 1 1 1 1 0 1 0 1 1 1 0 1 0 1 0 0 0 12 0 0 1 0 1 1 1 0 1 1 1 0 1 0 1 1 1 12 1 0 0 1 0 1 0 0 1 0 1 1 1 1 1 1 12 0 0 1 1 1 1 1 0 1 0 1 0 1 1 1 12 1 1 0 1 1 0 0 1 1 1 0 1 1 1 12 1 0 1 0 1 0 1 0 1 1 1 1 1 12 1 0 1 0 1 1 1 0 1 0 0 0 12 1 0 1 0 1 0 1 0 1 1 1 12 1 1 1 0 1 0 1 0 0 0 12 1 1 1 0 1 0 1 1 1 12 1 1 1 0 1 0 0 0 12 1 0 1 0 1 1 1 12 1 0 1 0 0 0 11 1 0 1 1 1 11 1 0 0 0 11 1 1 1 11 0 0 11 0 11 # v b try # seed iter score vbar e'(A) 98 20 118 25 1687471618 162 3.1366 0.3302 0.9754 Best design: 6 6 12 9 10 1 13 10 12 16 10 14 5 0 8 16 16 0 4 0 14 4 6 18 4 8 6 4 10 12 14 18 6 15 18 12 2 19 10 19 8 9 1 8 18 14 19 9 14 10 3 5 0 12 18 16 4 17 9 15 14 9 3 0 12 5 11 11 5 6 4 13 15 7 7 3 2 5 18 8 5 1 11 2 2 1 19 0 19 17 2 9 15 17 17 13 3 2 1 11 1 7 7 3 7 16 13 7 15 13 19 3 17 11 11 15 8 13 19 7 6 15 15 11 5 17 2 1 5 13 0 15 13 19 8 3 1 11 11 8 5 17 11 9 9 9 3 3 7 8 11 16 19 10 13 8 8 5 14 1 13 0 5 12 14 3 17 13 14 4 19 16 11 17 12 9 0 18 1 14 7 17 18 9 15 16 16 1 3 4 6 0 10 16 9 14 1 6 12 7 8 15 5 0 15 12 10 12 19 10 7 7 6 18 2 17 2 2 10 2 18 6 16 13 6 4 14 0 4 18 4 10 12 4 2 3 Concurrence matrix: 12 1 0 1 0 1 0 1 1 1 0 1 1 1 0 1 0 1 0 1 12 1 0 1 0 1 1 0 1 1 1 0 1 1 0 1 0 1 0 12 1 0 1 0 1 1 1 0 1 1 1 0 1 0 1 0 1 12 1 0 1 1 0 1 1 0 1 1 1 0 1 0 1 0 12 1 0 1 1 1 0 1 1 1 0 1 0 1 0 1 12 1 0 0 1 1 0 1 1 1 0 1 0 1 1 12 1 1 1 0 1 1 1 0 1 0 1 0 1 12 0 0 1 0 0 0 1 1 1 1 1 0 12 1 1 1 0 1 1 0 1 0 1 1 12 1 0 0 0 1 1 0 1 0 0 12 1 1 1 0 1 0 1 0 1 12 1 0 1 1 1 0 1 0 12 0 1 0 1 1 1 0 12 1 0 1 0 1 0 12 1 0 1 0 1 12 1 0 1 1 11 1 0 1 11 1 0 11 1 11 # v b try # seed iter score vbar e'(A) 99 20 119 14 -1504881805 144 3.1069 0.327 0.9764 Best design: 0 4 17 8 2 18 18 4 0 4 10 4 4 12 2 18 15 14 6 0 19 14 4 10 12 3 16 6 6 8 10 2 0 16 6 1 8 16 16 7 6 2 12 18 13 19 14 9 8 3 8 6 3 2 1 9 12 0 13 13 5 12 19 13 18 1 14 1 11 8 13 10 19 2 14 1 11 15 11 5 14 5 9 19 5 11 0 1 3 16 7 15 7 3 9 15 17 9 17 13 17 18 17 5 3 7 9 16 10 5 11 15 17 7 11 12 10 7 15 17 1 13 5 15 13 1 19 11 3 0 7 11 15 3 10 7 1 7 3 8 13 13 12 9 14 13 1 19 15 9 5 15 4 5 3 10 19 11 3 17 9 17 19 3 14 10 17 9 12 16 10 19 19 8 6 16 9 6 12 13 11 0 8 15 15 5 11 2 7 0 4 12 7 17 2 14 6 18 7 16 18 5 9 0 8 16 0 8 2 18 10 14 10 4 16 8 18 1 2 2 16 4 4 6 12 14 6 11 12 5 4 18 17 6 1 2 0 14 Concurrence matrix: 12 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 0 1 12 1 1 1 0 1 0 1 0 0 1 1 0 1 1 0 1 1 0 12 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 0 1 12 1 0 1 1 1 0 1 0 1 1 1 0 0 0 0 1 12 1 0 1 0 1 1 1 0 1 0 1 1 1 0 1 12 1 1 1 1 0 1 1 1 1 0 0 0 1 0 12 1 0 1 1 1 0 1 0 1 1 1 0 1 12 1 0 0 0 1 0 1 1 0 1 1 0 12 1 1 1 0 1 0 1 1 1 0 1 12 1 0 1 0 1 0 0 1 1 1 12 1 1 0 1 1 0 0 1 0 12 1 0 1 0 1 0 1 0 12 1 0 1 1 1 0 1 12 1 0 1 1 1 0 12 1 1 1 0 1 12 1 0 1 0 12 0 1 1 12 1 0 11 1 11 # v b try # seed iter score vbar e'(A) 100 20 120 23 1991962456 139 3.0766 0.3239 0.9778 Best design: 8 4 12 12 7 2 16 18 4 7 10 12 2 17 6 18 10 16 10 16 16 10 8 6 14 19 0 6 16 0 14 15 11 10 3 4 14 18 7 4 6 13 8 14 2 0 6 10 2 14 14 18 1 0 8 11 17 12 18 9 5 2 13 3 1 19 5 2 12 3 12 13 0 11 3 17 9 4 19 9 15 19 5 0 6 15 1 13 4 11 3 5 5 3 7 8 17 7 13 18 11 1 17 7 15 1 19 16 9 19 17 15 1 5 13 8 9 9 15 11 14 3 8 4 11 14 10 15 5 19 9 15 15 2 5 1 4 11 11 17 13 19 15 11 3 13 19 9 19 13 1 13 8 17 7 19 15 14 9 17 8 17 3 9 19 10 1 2 1 11 17 17 13 15 0 2 8 3 3 4 10 5 5 16 10 14 7 7 1 10 2 11 5 0 0 0 2 18 6 12 16 18 18 7 16 7 4 12 6 12 2 12 14 6 18 5 7 6 3 13 4 16 12 1 4 8 8 14 16 12 6 10 0 16 9 9 18 0 6 18 Concurrence matrix: 12 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 12 1 0 1 0 1 1 1 0 1 0 1 1 1 0 1 0 1 0 12 1 0 1 0 1 0 1 1 1 1 0 1 1 0 1 0 1 12 1 0 1 1 1 0 1 0 1 1 1 0 1 0 1 0 12 1 1 0 0 1 1 1 1 0 0 1 0 1 1 1 12 1 1 1 0 1 0 1 1 1 0 1 0 1 0 12 1 1 1 0 1 0 0 0 1 1 1 0 1 12 0 1 0 1 0 0 0 1 0 1 1 1 12 1 0 1 1 0 1 1 0 1 0 1 12 1 0 1 1 1 0 1 0 1 0 12 1 0 0 0 1 1 1 0 1 12 1 1 1 0 1 0 1 0 12 1 0 1 0 1 0 1 12 0 1 1 1 1 1 12 1 1 1 1 1 12 1 0 1 0 12 1 0 1 12 1 0 12 1 12 # v b try # seed iter score vbar e'(A) 101 20 121 13 -571888185 143 3.0533 0.3214 0.9771 Best design: 19 2 0 12 0 12 19 10 5 13 14 6 8 10 5 18 12 8 10 19 6 5 12 7 12 4 16 17 10 14 8 2 14 2 4 2 14 8 7 16 6 7 11 4 14 0 4 8 14 18 11 9 9 10 0 0 17 16 4 5 4 6 1 8 7 16 16 17 17 18 13 19 15 1 0 15 5 11 1 9 15 15 15 9 3 3 18 12 2 2 6 7 9 18 19 10 1 16 11 1 7 11 9 19 11 3 13 13 1 1 13 17 18 13 17 5 15 3 3 3 6 10 19 17 19 18 18 15 18 1 2 18 9 0 5 15 19 1 18 3 17 19 0 7 13 13 11 15 13 13 4 5 9 9 17 9 11 11 19 15 11 4 3 10 5 1 4 8 9 7 2 12 15 1 1 1 19 12 13 16 14 10 7 7 15 0 17 5 3 8 5 8 11 2 16 3 10 12 3 17 0 12 14 6 10 14 16 13 4 7 4 17 16 16 6 14 7 11 18 8 6 8 6 12 16 0 2 14 0 8 2 6 10 3 4 14 2 0 6 12 9 5 Concurrence matrix: 13 1 0 1 1 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 13 1 0 0 1 1 1 1 1 1 1 1 0 1 0 1 1 0 0 12 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 1 1 12 0 0 1 1 0 1 1 1 1 0 1 0 1 1 1 0 12 1 1 0 1 1 1 1 1 1 1 0 1 0 0 0 12 1 0 1 0 1 0 1 0 1 1 1 0 1 0 12 1 0 1 0 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 1 1 1 1 0 0 0 12 1 0 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 1 1 0 0 0 12 1 0 1 0 1 0 1 1 1 12 1 0 1 0 1 0 0 1 12 1 0 1 0 1 1 1 12 1 0 1 1 1 0 12 1 0 1 1 1 12 1 0 0 1 12 1 1 1 12 0 1 12 1 12 # v b try # seed iter score vbar e'(A) 102 20 122 3 -765094314 130 3.028 0.3187 0.9772 Best design: 16 5 1 8 11 6 12 8 16 2 6 12 8 4 0 3 8 4 14 12 10 18 8 4 14 16 6 4 2 16 2 7 18 18 18 15 2 6 10 8 18 18 0 12 0 2 9 10 1 14 17 10 10 14 4 17 0 16 6 16 1 14 14 0 11 5 11 0 19 12 15 13 13 17 11 3 19 19 7 2 15 9 17 9 12 9 19 1 13 1 5 7 5 11 6 7 7 1 7 3 13 5 19 17 15 3 10 5 1 15 19 9 13 15 3 11 17 0 9 4 3 13 12 13 17 2 5 11 7 3 17 18 4 15 7 7 4 1 15 16 5 17 16 3 11 19 9 3 17 9 14 9 11 1 15 12 9 3 3 7 3 1 17 11 5 8 7 0 5 0 19 17 5 15 19 19 13 8 9 13 9 11 13 13 10 19 0 7 14 1 16 19 4 18 10 4 10 14 6 18 14 15 6 8 2 12 13 2 5 11 2 14 15 2 3 12 2 10 16 16 18 0 8 6 8 0 14 12 18 8 6 1 2 1 0 16 4 4 10 12 10 18 6 6 Concurrence matrix: 13 1 1 1 1 1 0 1 0 1 1 1 1 1 0 0 0 1 0 1 13 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 1 0 1 13 1 0 0 1 1 1 1 0 1 0 1 1 1 0 1 1 1 13 1 1 1 0 1 0 1 0 1 0 1 1 1 0 1 0 12 0 1 1 0 1 0 1 0 1 0 1 1 1 1 1 12 1 1 1 1 0 1 0 1 1 1 0 1 0 1 12 1 0 1 0 1 0 1 0 1 0 1 0 1 12 1 0 1 0 1 0 1 0 1 0 1 0 12 1 0 1 1 1 0 1 0 1 0 1 12 1 0 1 0 1 0 1 0 1 0 12 1 0 1 1 1 1 1 1 1 12 1 0 1 0 1 0 1 0 12 1 0 1 1 1 1 1 12 1 0 1 0 1 0 12 1 0 1 0 1 12 1 0 1 0 12 1 0 1 12 1 0 12 1 12 # v b try # seed iter score vbar e'(A) 103 20 123 8 1815102981 144 3.0034 0.3161 0.9772 Best design: 14 8 0 0 7 8 16 12 12 18 14 12 14 8 18 6 12 2 2 14 18 10 18 0 8 3 4 4 16 16 13 12 16 6 10 0 10 2 13 4 2 6 8 0 16 19 6 0 7 16 5 12 11 2 1 1 4 11 0 18 4 10 10 19 8 7 17 6 15 5 7 18 9 14 13 15 2 4 11 17 3 17 2 15 1 17 13 19 7 14 1 5 9 15 5 1 11 17 9 5 13 11 3 13 19 6 1 7 5 10 3 9 17 19 1 9 3 15 11 19 3 15 9 7 11 11 12 18 4 7 17 5 9 2 13 4 17 13 15 15 9 12 19 1 11 3 1 7 5 7 19 13 2 1 1 11 5 19 13 7 10 5 18 11 13 2 4 9 5 0 9 5 17 18 3 6 18 3 16 16 1 15 19 3 5 17 12 19 12 19 2 16 16 1 15 8 17 10 17 7 15 14 0 0 18 13 10 6 3 8 2 6 3 8 0 10 9 8 10 12 6 12 9 14 18 10 4 16 3 14 0 14 4 2 4 11 6 15 6 16 14 4 0 8 8 14 Concurrence matrix: 13 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 0 1 0 1 13 0 1 0 0 1 1 1 0 1 1 1 1 1 1 1 0 1 0 13 1 0 0 1 1 1 1 1 1 1 1 1 0 1 0 1 1 13 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1 0 13 0 0 1 1 1 1 1 0 1 1 1 1 0 1 1 13 1 1 1 1 1 0 1 1 1 0 1 0 1 1 12 1 0 1 0 1 0 1 0 1 0 1 0 1 12 1 0 1 0 1 0 1 0 1 0 1 0 12 1 0 1 0 1 0 1 0 1 0 1 12 1 0 1 0 1 1 1 0 1 0 12 1 0 1 0 1 0 1 0 1 12 1 0 1 0 1 1 1 0 12 1 0 1 0 1 0 1 12 1 0 1 0 1 0 12 1 0 1 0 1 12 1 1 1 0 12 1 0 1 12 1 1 12 1 12 # v b try # seed iter score vbar e'(A) 104 20 124 4 -116303668 148 2.9784 0.3135 0.9775 Best design: 18 3 12 4 16 5 6 11 6 6 8 5 7 4 11 15 16 6 14 5 12 0 14 4 0 16 14 14 6 18 10 16 4 4 10 11 16 6 16 0 9 8 12 11 8 18 2 4 12 14 8 0 13 2 18 3 8 2 8 1 2 10 17 12 7 7 17 18 15 18 12 10 17 9 10 0 10 7 1 1 17 3 7 3 13 1 3 7 15 19 13 13 4 19 3 19 5 2 2 19 9 19 7 13 9 15 17 15 0 1 1 11 5 11 9 5 9 15 3 19 5 13 14 17 3 7 18 3 0 1 18 17 10 15 1 3 14 8 13 4 9 4 5 13 3 13 17 14 1 7 1 11 1 7 3 19 9 12 1 19 15 3 6 9 11 10 13 15 11 1 15 17 5 13 17 15 16 9 0 11 13 19 5 11 7 17 5 11 6 4 2 2 14 9 19 15 18 10 19 17 0 10 16 7 16 0 0 16 6 12 8 12 8 5 10 4 19 14 14 8 0 16 10 18 12 0 8 18 6 18 6 12 4 4 2 7 6 2 14 9 8 5 2 6 2 2 16 12 Concurrence matrix: 13 1 0 1 1 1 0 1 0 1 1 0 0 1 0 1 1 1 1 1 13 1 0 1 1 1 1 1 0 1 1 1 0 1 0 1 0 1 0 13 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 13 1 1 1 1 1 0 1 1 1 0 1 0 1 0 1 0 13 0 1 1 1 1 0 0 1 1 1 1 0 1 0 1 13 1 0 1 1 0 0 1 1 1 1 0 1 0 1 13 1 0 1 1 0 0 1 0 1 1 1 1 1 13 1 0 1 1 1 0 1 0 1 0 1 0 12 1 1 1 0 1 0 1 0 1 0 1 12 1 1 1 0 1 0 1 0 1 0 12 0 0 1 0 1 0 1 0 1 12 1 1 1 1 0 1 0 1 12 1 0 1 0 1 1 1 12 1 0 1 0 1 0 12 1 1 1 0 1 12 1 0 1 0 12 1 0 1 12 1 0 12 1 12 # v b try # seed iter score vbar e'(A) 105 20 125 30 1992806442 160 2.9526 0.3108 0.9781 Best design: 2 6 4 2 18 0 6 17 6 7 8 8 7 0 6 16 6 6 12 19 4 14 10 4 18 7 0 7 8 2 16 18 18 3 11 11 16 11 15 3 12 10 11 4 10 12 14 17 15 19 13 14 8 10 18 10 1 19 8 1 6 2 10 14 9 0 18 12 8 17 13 15 4 11 15 14 17 0 9 7 12 2 16 13 1 12 4 13 14 7 0 9 13 3 5 5 15 9 3 13 8 3 9 1 1 1 0 19 2 7 19 3 5 16 3 16 5 17 19 5 5 15 17 9 11 3 1 11 15 0 19 2 9 7 1 9 4 13 15 0 19 15 13 4 17 18 11 1 3 1 11 13 9 3 9 9 3 16 7 2 17 11 1 7 6 15 16 9 13 4 17 8 6 19 2 2 12 13 14 2 17 19 5 1 0 14 5 7 9 0 8 7 7 15 8 12 18 6 13 14 5 3 12 4 5 2 10 5 19 16 1 15 10 18 19 11 18 17 0 12 4 17 6 14 18 16 16 10 14 2 4 10 3 8 8 4 10 0 12 11 6 10 5 14 8 6 16 18 12 5 Concurrence matrix: 13 1 0 1 0 1 1 0 1 1 1 1 1 1 0 1 0 0 1 1 13 1 0 1 0 1 1 1 0 1 1 1 0 1 0 1 0 1 1 13 1 0 1 1 0 1 1 1 1 1 1 0 1 0 0 1 1 13 1 0 1 1 1 0 1 1 0 0 1 0 1 1 1 1 13 1 1 0 1 1 1 1 1 1 0 1 0 0 1 1 13 1 1 1 0 1 1 1 0 1 0 1 1 0 1 13 1 0 1 0 0 0 1 1 1 1 1 0 0 13 1 1 1 1 1 1 0 1 0 0 1 1 13 1 0 0 0 1 1 1 1 1 0 0 13 1 1 1 0 1 0 1 1 1 0 12 0 0 1 1 0 1 1 0 0 12 0 1 1 0 1 1 0 0 12 1 1 1 1 1 0 0 12 0 0 0 1 1 1 12 1 0 0 1 1 12 1 1 1 1 12 0 1 1 12 1 1 12 0 12 # v b try # seed iter score vbar e'(A) 106 20 126 2 772497900 153 2.9279 0.3082 0.9785 Best design: 6 11 10 3 7 14 0 3 14 14 4 16 5 6 10 7 17 17 0 12 10 11 8 2 12 4 4 6 4 8 14 3 10 16 0 16 6 2 18 12 11 12 8 14 12 0 2 0 8 1 2 0 16 6 10 2 5 8 19 0 16 19 19 16 10 3 18 1 9 4 18 2 15 13 18 3 1 5 4 9 8 6 18 12 19 3 9 13 15 15 11 10 9 1 6 13 5 14 7 11 17 7 15 7 13 17 5 2 15 1 13 9 19 13 9 11 5 5 11 17 18 19 1 17 15 7 19 5 4 13 15 18 5 5 6 11 16 3 1 15 9 17 4 1 19 6 3 3 18 19 15 13 9 4 11 1 17 19 14 11 15 5 1 1 4 17 9 11 5 13 13 3 11 12 3 19 17 14 1 13 17 18 6 17 16 7 18 7 12 7 19 15 10 0 0 8 0 15 10 10 6 18 9 7 2 2 14 9 7 5 4 2 3 7 8 1 8 12 16 10 11 8 10 9 9 7 3 8 14 6 0 0 14 12 16 13 2 8 8 16 12 0 2 4 10 6 12 14 18 16 4 2 Concurrence matrix: 13 1 0 1 0 1 0 1 0 1 0 1 1 1 1 1 0 1 1 1 13 1 0 0 1 1 0 1 1 1 0 0 1 0 1 1 1 1 1 13 1 1 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 13 0 1 0 0 1 1 1 1 0 1 0 1 1 1 1 1 13 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 13 1 1 1 0 1 1 1 0 1 0 1 0 0 0 13 1 0 1 0 1 1 1 1 1 0 1 1 1 13 1 1 0 1 0 1 0 1 1 1 1 1 13 1 0 1 0 1 1 1 0 1 1 1 13 1 1 1 0 1 0 1 0 0 0 13 1 1 1 1 1 0 1 1 1 13 1 0 1 0 1 0 0 0 12 1 0 1 0 1 1 1 12 1 0 1 0 0 0 12 1 0 1 1 1 12 1 0 0 0 12 1 1 1 12 0 0 12 0 12 # v b try # seed iter score vbar e'(A) 107 20 127 8 -1895946273 161 2.9025 0.3055 0.9793 Best design: 1 16 8 14 18 12 15 18 2 8 16 16 10 7 6 9 12 10 7 7 6 6 2 0 18 2 12 10 2 18 4 2 7 18 14 14 6 1 5 10 16 11 6 14 17 4 8 17 16 19 0 2 11 13 9 10 18 3 8 14 10 14 4 4 0 6 9 4 15 12 11 15 8 8 5 0 3 3 5 0 19 5 17 17 1 4 8 11 17 13 15 12 7 1 16 3 13 19 15 9 9 19 12 1 9 11 11 3 5 17 7 0 13 7 10 4 3 13 1 19 19 13 9 15 6 1 5 14 5 14 12 6 10 10 7 15 18 19 0 8 11 8 3 13 0 1 13 12 15 16 17 11 17 11 1 11 3 9 5 5 13 0 18 19 17 9 19 12 9 5 13 3 2 12 9 9 7 13 19 6 10 7 2 5 7 0 11 3 3 3 18 19 3 13 11 18 5 0 14 17 2 1 6 1 2 4 4 15 17 19 15 8 8 16 16 13 4 7 7 2 11 15 12 2 4 9 14 10 18 4 6 6 10 17 0 10 12 8 5 1 0 18 15 16 6 16 1 14 16 8 12 2 4 14 Concurrence matrix: 13 0 0 1 1 1 1 1 1 0 1 1 0 1 1 0 1 1 0 1 13 0 1 1 1 1 1 1 0 1 1 0 1 1 0 1 1 0 1 13 1 1 1 1 1 1 0 1 1 0 1 0 1 1 1 0 1 13 1 0 1 1 0 1 1 0 1 0 1 0 1 1 1 0 13 1 0 0 1 1 0 1 1 1 0 1 0 0 1 1 13 1 1 0 1 1 0 1 0 1 0 1 1 1 0 13 0 1 1 0 1 1 1 0 1 0 0 1 1 13 1 1 0 1 1 1 0 1 0 0 1 1 13 1 1 0 1 0 1 0 1 1 1 0 13 1 1 0 1 1 1 1 1 0 0 13 1 1 1 0 1 0 0 1 1 13 1 0 1 0 1 1 1 0 13 1 1 1 1 1 0 0 13 1 0 1 1 1 0 12 1 0 0 1 1 12 1 1 1 1 12 0 0 1 12 0 1 12 1 12 # v b try # seed iter score vbar e'(A) 108 20 128 16 1384301711 139 2.8772 0.3029 0.9802 Best design: 14 0 16 15 0 2 2 8 6 8 3 14 14 2 3 8 6 7 2 18 18 4 18 10 18 4 15 0 10 15 8 2 6 8 18 4 0 2 13 9 10 16 12 1 12 16 4 1 19 7 19 14 15 1 16 0 13 12 4 12 18 10 4 9 7 17 13 1 19 7 5 7 17 5 0 10 11 6 12 17 17 15 6 2 11 9 0 10 1 16 12 11 3 13 14 19 6 3 6 19 5 14 3 9 19 11 11 8 7 3 11 16 9 5 15 5 17 5 5 12 8 1 15 13 13 3 9 17 13 14 19 11 19 6 12 1 8 15 1 1 7 4 13 13 1 9 15 17 5 11 9 7 11 13 7 1 9 17 7 9 7 17 13 8 9 19 2 8 15 15 13 2 16 11 7 4 14 16 6 18 5 16 17 4 15 11 18 5 1 17 5 19 2 14 16 12 18 3 9 18 4 3 7 1 8 0 3 19 12 3 16 17 14 16 5 4 9 5 0 2 11 0 2 10 10 19 18 8 2 10 4 3 12 6 10 14 12 6 0 4 11 10 0 6 0 14 8 10 12 15 18 6 10 14 13 3 Concurrence matrix: 13 1 0 0 1 1 1 1 0 1 0 1 1 1 1 1 0 1 0 1 13 1 1 1 0 1 0 1 1 1 0 1 0 1 1 1 0 1 0 13 0 1 1 1 1 0 1 0 1 1 1 1 1 0 1 0 1 13 1 1 1 1 0 1 0 1 1 1 1 1 0 1 0 1 13 1 0 1 1 0 1 1 0 1 0 0 1 1 1 0 13 1 0 1 1 1 0 1 0 1 1 1 0 1 0 13 1 1 0 1 1 0 1 0 0 1 0 1 1 13 1 1 1 0 1 0 1 1 1 0 1 0 13 1 0 1 1 1 1 1 0 1 0 1 13 1 1 0 1 0 0 1 0 1 1 13 1 1 1 1 1 0 1 0 1 13 1 0 1 1 1 0 1 0 13 1 0 0 1 1 0 1 13 1 1 1 0 1 0 13 0 0 1 1 1 13 1 1 1 0 12 1 0 1 12 1 1 12 1 12 # v b try # seed iter score vbar e'(A) 109 20 129 18 -1540374937 147 2.8523 0.3002 0.9811 Best design: 4 15 6 14 6 4 2 4 12 5 14 10 4 10 2 16 3 15 16 0 19 0 16 10 4 2 18 10 6 8 2 13 12 10 14 0 16 8 2 3 6 7 7 0 12 13 10 16 7 14 14 16 14 18 6 12 7 8 3 9 19 4 1 1 18 1 12 6 17 5 0 7 9 5 0 13 8 5 18 4 11 5 1 17 14 17 10 19 3 3 0 17 19 13 12 8 11 15 19 11 17 2 13 7 9 17 15 11 11 18 12 1 11 11 5 8 17 3 9 9 9 19 15 13 1 3 18 15 13 3 7 18 3 11 7 6 19 8 11 19 2 18 13 9 15 15 17 2 7 5 1 13 1 15 7 3 7 9 1 4 17 19 9 17 15 7 14 17 11 19 18 8 5 9 5 5 1 11 2 1 9 5 19 3 17 12 10 12 14 1 13 11 4 16 12 5 13 6 15 2 6 4 8 8 7 16 6 5 8 17 16 6 19 18 8 11 0 2 8 3 10 10 0 18 6 9 10 16 4 16 1 3 14 13 0 12 16 14 10 2 15 0 12 4 9 4 16 18 15 0 2 14 14 13 10 0 6 12 Concurrence matrix: 13 1 1 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 13 1 0 1 0 1 0 1 0 1 1 1 1 1 1 1 0 0 1 13 1 1 0 1 1 0 1 1 0 1 0 1 0 1 1 0 1 13 1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 13 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 13 1 0 1 0 1 1 1 1 1 1 1 0 1 1 13 1 1 1 0 1 0 1 0 1 0 1 1 1 13 1 0 1 1 1 1 1 1 1 0 1 0 13 1 1 0 1 0 1 0 1 1 0 0 13 1 1 1 1 1 1 1 0 1 0 13 1 0 1 0 1 0 1 1 1 13 1 0 1 0 1 1 0 0 13 1 0 1 0 1 1 1 13 1 0 1 1 0 0 13 1 0 1 1 1 13 1 1 0 0 13 1 1 1 13 0 1 12 1 12 # v b try # seed iter score vbar e'(A) 110 20 130 9 1429796099 170 2.8276 0.2976 0.9821 Best design: 16 18 14 4 6 18 2 3 7 18 8 12 14 10 17 10 3 14 6 8 10 16 14 1 11 16 3 9 0 9 14 18 14 6 6 15 2 16 3 16 10 10 2 19 8 5 6 15 12 1 10 4 19 4 8 2 7 16 8 6 13 12 11 11 19 18 14 4 5 6 12 11 0 0 0 9 18 13 1 7 0 11 2 18 8 15 1 13 1 17 9 17 4 0 3 12 7 15 4 13 9 12 1 5 11 3 4 5 17 19 13 17 19 9 19 1 3 7 15 17 12 15 15 13 0 7 5 5 11 2 5 2 19 1 4 0 0 15 11 9 15 18 6 12 5 6 1 0 16 3 0 9 2 13 19 15 10 13 16 17 9 7 1 18 9 17 19 7 14 19 2 7 16 17 0 10 5 13 19 10 17 12 7 19 6 5 5 1 9 7 11 11 9 3 3 5 13 13 14 11 9 17 4 3 13 10 15 7 2 17 12 15 8 13 7 10 18 19 8 8 3 14 5 6 18 8 0 14 17 8 2 16 6 12 1 16 15 11 18 8 10 16 18 4 10 12 4 4 6 1 14 12 2 16 11 14 8 3 2 4 Concurrence matrix: 13 0 1 1 1 0 1 1 1 0 1 1 1 1 1 0 1 0 1 0 13 1 1 1 0 1 0 1 0 1 1 1 1 1 0 1 1 1 0 13 0 1 1 0 0 1 1 1 1 0 0 1 1 1 0 1 1 13 1 1 0 0 1 1 1 1 0 0 1 1 1 0 1 1 13 1 1 1 0 1 0 0 1 1 0 1 0 1 0 1 13 1 1 1 0 1 1 1 0 1 0 1 1 1 0 13 1 1 1 1 1 0 0 1 1 1 0 1 0 13 1 0 1 1 0 1 1 0 1 1 1 1 13 1 0 0 1 1 0 1 0 1 0 1 13 1 1 1 1 1 0 1 1 1 0 13 0 1 1 0 1 0 1 0 1 13 1 1 0 1 0 1 0 1 13 0 1 1 1 0 1 1 13 1 1 1 0 1 1 13 1 0 1 0 1 13 1 1 1 0 13 1 0 1 13 1 1 13 1 13 # v b try # seed iter score vbar e'(A) 111 20 131 1 -1681524337 144 2.8056 0.2953 0.9822 Best design: 10 10 12 17 1 4 1 14 7 0 17 6 18 17 16 18 2 0 12 11 8 16 14 12 10 16 0 18 1 10 0 0 16 8 14 16 9 15 14 6 14 1 6 4 18 12 1 8 11 4 7 3 12 6 7 2 8 14 2 0 6 3 10 12 11 4 4 0 9 19 8 13 11 11 5 9 8 10 15 19 8 5 18 13 3 6 15 6 13 2 15 11 5 3 2 5 5 16 3 1 9 1 3 19 3 7 4 15 15 11 17 9 7 7 13 2 5 10 9 19 19 2 19 13 18 17 13 17 19 17 7 2 12 16 19 3 16 9 5 9 18 15 4 2 11 9 3 11 8 15 7 9 7 15 19 11 13 3 4 5 9 11 16 15 13 7 3 2 1 13 5 1 17 2 10 11 18 13 15 1 17 17 14 14 12 5 14 3 19 5 5 1 7 19 13 6 9 5 14 18 1 7 6 8 14 18 0 14 1 18 0 6 17 1 4 17 3 4 0 0 15 0 4 8 4 17 12 16 11 10 16 12 8 2 4 12 18 8 10 6 12 13 6 19 15 2 16 10 0 14 8 16 19 18 7 13 9 10 0 6 12 10 Concurrence matrix: 14 0 0 1 0 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 14 0 1 0 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 13 1 0 1 1 0 0 1 1 1 0 1 1 1 1 1 1 1 13 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 0 13 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 13 1 1 1 0 1 0 1 0 1 0 1 1 1 0 13 0 1 1 0 1 1 1 0 1 0 0 0 1 13 1 1 1 1 0 1 1 1 1 1 1 1 13 1 0 1 0 1 1 1 0 0 0 1 13 1 0 1 0 1 0 1 1 1 0 13 1 1 1 0 1 0 0 0 1 13 1 0 1 0 1 1 1 0 13 1 1 1 1 1 1 1 13 1 0 1 1 1 0 13 1 0 0 0 1 13 1 1 1 0 13 0 0 1 13 0 1 13 1 13 # v b try # seed iter score vbar e'(A) 112 20 132 21 -770764658 145 2.7839 0.293 0.9824 Best design: 6 3 12 14 1 16 18 12 12 10 14 6 3 0 6 10 16 12 9 14 8 6 12 19 10 14 2 18 8 4 5 0 11 18 16 10 14 19 16 16 1 1 13 4 14 0 0 18 2 11 18 2 6 8 8 2 0 4 15 5 2 7 18 5 8 6 4 13 13 1 11 0 13 0 4 17 7 3 2 15 9 19 14 15 5 5 9 18 1 7 9 15 10 17 5 19 11 13 16 10 4 7 11 17 13 11 8 17 1 19 1 17 17 2 10 19 3 15 3 15 9 3 3 12 7 17 9 19 11 7 9 5 4 5 17 11 19 5 9 2 0 11 17 2 10 14 19 5 2 15 1 18 17 9 13 7 2 13 9 4 11 16 1 7 3 11 11 13 7 10 13 8 7 3 3 12 5 16 5 5 13 1 13 15 13 15 7 7 6 9 3 8 17 10 3 12 1 3 7 0 1 2 2 18 8 17 1 10 3 17 14 18 12 9 15 10 6 19 0 8 15 16 8 0 0 1 2 11 0 4 19 8 15 12 4 16 19 12 6 6 14 15 0 18 4 18 4 12 9 6 14 16 10 12 16 8 6 19 14 14 6 18 16 4 Concurrence matrix: 14 1 0 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 14 1 1 1 1 0 1 1 1 0 1 0 1 1 1 0 1 0 1 14 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 14 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 13 1 1 1 0 1 1 1 1 1 0 1 1 1 1 0 13 1 0 1 0 1 0 1 0 1 0 1 0 1 1 13 1 1 1 0 1 0 1 0 1 0 1 0 1 13 1 0 1 0 1 0 1 0 1 0 1 1 13 1 1 1 1 1 0 1 1 1 1 0 13 1 0 1 0 1 0 1 0 1 1 13 1 0 1 0 1 0 1 0 1 13 1 0 1 0 1 0 1 1 13 1 0 1 0 1 0 1 13 1 0 1 0 1 1 13 1 0 1 1 1 13 1 0 1 1 13 1 0 1 13 1 1 13 0 13 # v b try # seed iter score vbar e'(A) 113 20 133 24 1692248691 165 2.7616 0.2907 0.9829 Best design: 12 5 5 18 16 6 0 15 6 2 10 12 3 16 16 2 0 5 14 6 18 3 14 16 8 13 14 14 0 10 12 14 15 18 7 5 10 7 4 11 12 8 8 4 4 6 3 8 2 16 17 6 8 0 2 2 12 8 11 12 0 18 5 4 18 10 11 13 0 2 18 6 5 10 4 13 17 7 9 16 10 4 14 17 1 2 15 12 19 1 10 3 19 0 9 19 13 9 9 13 4 17 15 11 15 1 3 13 15 7 17 1 7 1 7 15 11 18 7 9 9 11 5 3 17 1 1 13 19 19 8 19 3 17 15 10 11 11 0 18 3 16 15 7 13 13 14 15 9 7 13 4 3 4 7 0 7 3 4 17 13 13 9 15 11 1 16 5 19 0 1 10 5 16 17 11 8 2 19 9 7 0 17 5 5 1 11 5 16 5 9 1 9 19 19 9 17 1 16 3 18 17 11 5 7 8 13 6 8 3 14 4 19 11 12 1 10 19 19 8 0 10 2 15 14 4 8 0 14 1 16 6 6 15 6 18 12 14 12 12 16 6 18 18 10 2 6 12 0 4 3 4 18 14 6 14 10 2 9 17 2 3 12 2 8 2 Concurrence matrix: 14 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 14 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 14 1 1 1 0 1 1 1 0 1 0 1 0 1 1 1 0 1 14 0 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 14 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 14 1 1 1 1 1 1 1 1 1 1 0 1 1 1 13 1 0 1 0 1 0 1 0 1 1 1 0 1 13 1 0 1 0 1 0 1 0 1 0 1 0 13 1 0 1 0 1 0 1 0 1 0 1 13 1 0 1 0 1 0 1 0 1 0 13 1 0 1 0 1 1 1 0 1 13 1 0 1 0 1 0 1 0 13 1 0 1 1 1 0 1 13 1 0 1 0 1 0 13 1 1 1 0 1 13 1 0 1 0 13 1 1 1 13 1 0 13 1 13 # v b try # seed iter score vbar e'(A) 114 20 134 13 -881113000 158 2.7411 0.2885 0.9828 Best design: 2 18 10 0 7 0 19 6 5 1 4 6 1 10 8 19 16 17 5 12 17 8 12 16 16 18 14 16 12 9 0 0 4 2 10 18 0 18 12 2 7 14 4 7 14 8 12 5 14 18 13 14 16 13 8 14 9 6 11 10 8 10 4 1 2 0 4 17 17 7 3 4 6 18 1 13 16 6 4 3 2 3 2 9 7 9 3 0 15 7 13 12 17 19 3 1 19 19 1 10 11 11 3 6 1 10 2 9 17 6 16 12 17 15 9 15 18 5 7 11 19 3 15 15 9 13 5 5 15 11 8 11 13 5 4 9 4 8 9 19 5 4 3 13 12 19 19 9 11 7 19 2 15 13 6 13 5 5 4 1 13 13 7 3 12 3 15 11 17 7 13 19 11 0 15 16 9 11 18 7 15 17 17 17 10 12 11 18 17 15 16 0 1 1 1 7 11 3 6 17 18 12 4 3 4 8 14 0 15 4 1 9 19 10 3 18 14 8 2 1 8 15 18 6 2 9 1 12 14 6 8 10 12 14 10 0 6 11 2 0 19 5 7 5 0 3 16 2 2 16 5 13 16 18 14 16 10 6 0 6 2 8 8 14 14 5 7 10 Concurrence matrix: 14 0 1 1 0 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 14 1 1 0 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 14 1 1 1 1 1 0 1 0 1 0 1 1 1 0 1 0 1 14 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 14 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1 14 1 0 1 1 1 1 1 1 0 1 1 1 1 1 14 1 0 1 0 1 0 1 1 1 0 1 0 1 14 1 1 1 1 1 1 0 1 1 1 1 1 13 1 0 1 0 1 1 1 0 1 0 1 13 1 0 1 0 0 0 1 0 1 0 13 1 0 1 1 1 0 1 0 1 13 1 0 1 0 1 0 1 0 13 1 1 1 0 1 0 1 13 1 0 1 0 1 0 13 1 1 1 1 1 13 1 0 1 0 13 1 0 1 13 1 0 13 1 13 # v b try # seed iter score vbar e'(A) 115 20 135 20 -155061661 161 2.7194 0.2863 0.9833 Best design: 2 11 12 18 14 17 0 6 8 14 18 4 0 19 15 8 0 5 18 10 2 4 3 16 18 10 14 12 2 8 10 10 16 5 9 12 2 4 5 3 10 2 2 15 7 2 16 10 16 19 16 6 5 0 12 6 14 18 0 11 16 16 5 15 6 12 4 8 19 6 11 17 12 19 13 13 12 13 3 8 17 13 14 8 1 9 0 7 1 9 7 4 19 1 11 9 14 3 13 8 11 7 5 11 4 15 9 9 15 18 3 19 17 13 17 0 15 5 1 3 3 1 1 7 7 6 4 6 17 19 1 7 15 13 9 0 9 6 5 13 9 5 10 13 0 4 0 3 7 7 2 10 15 1 4 6 19 7 17 13 19 15 15 17 5 3 17 4 11 10 11 4 12 19 1 5 19 15 6 11 5 11 7 9 9 5 8 3 7 0 17 17 11 1 2 3 0 13 9 13 3 8 19 18 11 1 5 1 16 7 16 7 9 2 9 18 12 1 17 8 14 8 2 15 3 18 14 6 10 10 12 6 18 10 3 8 17 12 14 15 8 18 2 18 0 6 14 12 2 1 6 10 14 16 4 14 13 2 8 16 18 11 16 4 12 19 14 16 4 0 Concurrence matrix: 14 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 14 1 1 0 0 0 0 1 0 1 1 1 1 1 1 1 1 1 1 14 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1 14 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 14 0 0 0 1 0 1 1 1 1 1 1 1 1 1 1 14 0 0 1 0 1 1 1 1 1 1 1 1 1 1 14 0 1 0 1 1 1 1 1 1 1 1 1 1 14 1 0 1 1 1 1 1 1 1 1 1 1 14 1 0 1 0 1 0 1 0 1 0 1 14 1 1 1 1 1 1 1 1 1 1 13 1 0 1 0 1 0 1 0 1 13 1 0 1 0 1 0 1 0 13 1 0 1 0 1 0 1 13 1 0 1 0 1 0 13 1 0 1 0 1 13 1 0 1 0 13 1 0 1 13 1 0 13 1 13 # v b try # seed iter score vbar e'(A) 116 20 136 20 78470852 144 2.6995 0.2842 0.9833 Best design: 12 4 11 8 14 8 4 12 10 10 0 2 8 8 0 2 16 9 9 18 14 6 6 9 14 18 11 7 14 8 12 18 19 12 9 8 5 0 6 6 2 17 4 8 18 16 18 16 16 4 3 0 16 6 3 6 18 16 0 11 7 6 19 2 10 11 14 1 1 10 19 0 9 5 17 5 9 9 4 1 2 4 12 19 15 1 15 4 3 13 7 15 17 10 19 15 12 13 7 13 17 2 3 19 14 11 7 1 1 2 14 17 16 13 7 0 11 19 3 15 5 5 5 1 17 11 7 13 10 3 3 15 17 13 10 5 9 17 5 18 9 0 9 8 13 15 19 16 4 5 15 12 3 0 19 7 19 16 3 5 3 6 18 17 11 10 17 17 6 7 3 1 1 5 12 0 18 8 19 15 15 1 9 8 17 3 11 1 11 13 8 1 5 19 7 10 5 15 11 1 17 13 8 7 14 4 7 4 13 14 11 3 10 16 6 18 15 2 1 18 9 4 7 13 0 18 13 14 0 19 8 16 15 14 10 8 14 3 7 12 6 0 14 9 10 13 2 6 5 12 4 2 12 2 10 11 12 6 2 11 9 4 16 0 2 18 12 4 2 16 6 10 Concurrence matrix: 14 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1 14 1 0 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 14 1 1 1 0 0 0 0 1 0 1 1 1 1 1 1 1 1 14 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 14 0 1 1 1 1 1 1 0 1 0 1 0 1 0 1 14 1 1 1 1 1 1 1 0 1 0 1 0 1 0 14 0 0 0 1 0 1 1 1 1 1 1 1 1 14 0 0 1 0 1 1 1 1 1 1 1 1 14 0 1 0 1 1 1 1 1 1 1 1 14 1 0 1 1 1 1 1 1 1 1 14 1 0 1 0 1 0 1 0 1 14 1 1 1 1 1 1 1 1 13 1 0 1 0 1 0 1 13 1 0 1 0 1 0 13 1 0 1 0 1 13 1 0 1 0 13 1 0 1 13 1 0 13 1 13 # v b try # seed iter score vbar e'(A) 117 20 137 11 1193157841 163 2.679 0.282 0.9836 Best design: 4 11 8 7 0 16 10 12 0 10 0 18 14 14 10 4 4 0 12 8 12 12 5 17 8 10 8 16 7 10 2 13 7 14 9 17 10 18 17 4 5 14 18 16 19 6 19 14 0 16 2 2 6 14 18 8 1 3 0 13 16 6 0 4 12 11 9 2 15 9 8 18 9 19 10 1 7 6 9 1 15 9 19 6 13 12 3 6 6 18 5 16 3 13 1 1 17 2 7 3 4 19 15 12 9 19 2 13 15 13 15 17 15 17 5 5 11 11 3 7 18 1 3 8 1 17 2 11 7 4 19 3 5 5 11 11 13 18 7 3 13 18 18 11 8 2 12 17 14 15 5 3 19 5 11 11 11 13 1 7 11 15 2 1 12 9 0 7 5 1 3 16 9 9 10 1 2 17 7 8 15 5 5 9 17 1 7 19 13 12 13 1 17 10 7 3 3 19 1 19 9 14 13 0 16 4 15 9 9 13 11 15 14 0 7 14 13 0 6 8 8 10 2 4 2 17 3 12 5 6 6 19 4 4 14 10 15 12 14 5 0 12 6 17 16 11 4 6 3 2 10 10 0 14 4 16 8 6 15 19 2 16 16 18 6 4 8 10 12 18 8 16 18 0 Concurrence matrix: 14 1 1 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 1 1 14 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 1 1 14 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 1 1 14 1 0 1 1 1 0 1 0 1 1 1 1 1 1 1 1 14 1 0 1 1 1 0 1 1 1 0 1 0 1 1 1 14 1 1 1 0 1 0 1 1 1 1 1 1 1 1 14 1 1 1 0 1 1 1 0 1 0 1 1 1 14 1 1 1 1 0 1 1 0 1 0 0 0 14 1 0 1 1 0 0 1 0 1 1 1 14 1 0 1 1 1 1 1 1 1 1 14 1 1 1 0 1 0 1 1 1 14 1 1 1 1 1 1 1 1 14 1 1 0 1 0 0 0 14 1 0 1 0 0 0 13 1 0 1 1 1 13 1 0 0 0 13 1 1 1 13 0 0 13 0 13 # v b try # seed iter score vbar e'(A) 118 20 138 14 297527092 155 2.6585 0.2798 0.984 Best design: 10 7 2 10 8 9 10 2 12 1 4 9 18 5 6 0 12 0 2 18 8 6 17 12 9 14 17 6 0 18 16 0 16 8 9 6 11 2 10 8 18 1 3 17 18 18 10 11 12 4 16 14 4 16 4 16 4 3 19 5 14 12 12 2 14 8 16 7 15 7 0 12 4 10 14 2 11 19 19 14 11 7 13 19 5 19 19 13 8 3 6 15 3 5 11 15 13 5 9 13 6 5 5 17 4 0 1 8 15 17 1 15 0 18 9 1 13 11 3 13 1 6 7 15 2 14 17 3 19 7 9 1 10 3 15 11 13 7 17 19 19 9 17 5 0 0 0 18 17 19 15 15 7 16 10 14 1 13 2 3 11 8 13 8 9 9 11 5 13 9 11 4 15 17 13 7 2 0 17 5 15 1 3 14 13 5 3 7 7 3 1 5 11 19 0 17 11 3 7 5 13 5 6 15 9 13 16 17 6 19 19 15 9 9 12 18 8 16 2 12 1 6 6 1 3 6 18 10 4 12 16 8 14 7 8 4 4 3 8 7 10 12 14 1 16 16 11 2 6 2 18 11 18 14 2 10 4 4 12 15 10 1 14 12 16 2 10 0 12 10 8 0 4 6 14 18 Concurrence matrix: 14 1 1 1 1 0 1 1 1 1 1 1 1 0 1 0 1 0 1 0 14 1 0 1 1 1 0 0 0 1 0 1 1 1 1 1 1 1 1 14 1 0 1 0 1 1 1 1 1 0 1 1 1 0 1 0 1 14 1 1 1 0 0 0 1 0 1 1 1 1 1 1 1 1 14 1 1 1 1 1 0 1 0 1 1 1 0 1 0 1 14 1 1 1 1 1 1 1 0 0 1 1 0 1 0 14 1 1 1 0 1 0 1 1 1 0 1 0 1 14 0 0 1 0 1 1 1 1 1 1 1 1 14 0 1 0 1 1 1 1 1 1 1 1 14 1 0 1 1 1 1 1 1 1 1 14 1 1 1 0 1 0 1 0 1 14 1 1 1 1 1 1 1 1 14 1 1 1 0 1 0 1 14 1 0 1 0 1 0 14 0 1 0 1 0 14 1 0 1 0 13 1 0 1 13 1 0 13 1 13 # v b try # seed iter score vbar e'(A) 119 20 139 24 1057469739 157 2.638 0.2777 0.9845 Best design: 16 1 15 17 8 10 6 16 4 2 12 0 18 6 6 1 16 14 8 10 4 4 1 8 13 2 2 2 12 18 19 2 17 4 0 8 17 14 4 0 13 2 12 19 16 10 10 2 12 17 18 19 3 16 19 8 4 6 10 0 11 16 6 14 13 18 15 0 9 10 9 11 14 14 14 0 4 17 16 12 8 3 1 7 8 15 7 12 13 6 13 13 7 5 9 17 18 18 9 12 3 7 15 15 5 11 19 5 7 11 0 7 19 19 13 10 17 11 9 7 3 3 5 14 3 5 1 1 9 5 1 3 6 5 11 15 11 9 15 17 11 18 11 4 1 17 1 6 6 0 18 16 9 11 15 12 19 17 4 13 15 3 7 2 8 3 11 5 10 13 17 3 3 3 18 13 9 7 17 5 15 8 11 5 19 13 7 14 9 3 5 19 13 15 1 11 15 7 9 10 2 7 7 0 13 9 2 19 9 2 3 11 4 5 1 5 14 4 13 15 16 14 0 19 0 19 7 8 12 1 6 18 0 4 10 9 14 1 10 12 5 12 14 18 18 16 2 16 8 4 1 0 6 14 2 15 12 8 17 6 8 10 2 14 6 6 4 16 17 12 10 18 8 0 10 16 12 16 Concurrence matrix: 14 1 1 1 1 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 14 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 0 0 0 14 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 0 0 14 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 1 14 1 1 1 1 1 1 1 0 1 1 1 1 0 0 0 14 1 1 1 0 1 0 1 1 1 0 1 1 1 1 14 1 0 1 0 1 1 1 0 1 0 1 1 1 14 1 0 1 0 1 0 1 0 1 1 1 1 14 1 0 1 1 1 0 1 0 1 1 1 14 1 0 1 0 1 1 1 1 1 1 14 1 1 1 0 1 0 1 1 1 14 1 0 1 0 1 1 1 1 14 1 1 1 1 0 0 0 14 1 0 1 1 1 1 14 1 0 1 1 1 14 1 1 1 1 14 1 1 1 14 0 0 13 0 13 # v b try # seed iter score vbar e'(A) 120 20 140 9 -1596930917 145 2.6174 0.2755 0.9851 Best design: 2 18 0 10 16 8 2 18 4 4 6 14 14 5 1 12 4 1 6 14 10 0 10 12 10 18 3 6 1 14 1 16 4 17 12 0 6 8 14 15 19 2 2 6 16 4 11 0 2 9 2 14 9 0 18 8 15 1 16 12 18 12 6 5 4 3 15 2 17 12 0 11 11 16 18 19 16 10 18 8 8 7 9 5 19 10 17 7 5 3 3 19 6 13 13 9 7 1 7 19 14 17 15 7 13 4 13 3 11 12 17 3 9 15 17 5 10 7 5 19 8 9 8 15 13 16 1 13 15 11 11 5 0 19 9 3 13 7 17 11 4 9 2 1 9 0 6 15 19 5 14 0 17 17 15 4 14 19 12 7 14 13 9 1 11 5 7 10 9 5 11 18 7 7 3 7 8 11 1 3 3 19 9 11 17 11 3 18 1 11 13 19 4 19 19 15 13 16 15 15 4 7 18 3 10 13 7 17 13 5 12 2 0 5 11 17 4 3 1 19 5 8 14 6 5 13 12 1 2 2 14 12 9 18 16 12 10 13 6 6 15 18 4 16 8 8 4 9 14 2 15 16 0 0 10 10 0 18 0 10 10 17 3 2 14 6 8 12 6 12 16 1 16 16 8 18 6 2 8 17 Concurrence matrix: 14 0 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 14 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 14 1 1 1 1 1 0 1 0 1 1 1 0 1 0 1 0 1 14 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 14 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 14 1 0 1 0 1 0 1 0 1 0 1 1 1 1 14 1 1 1 1 1 1 1 1 1 1 0 1 1 14 1 0 1 0 1 0 1 1 1 1 1 0 14 1 1 1 0 1 0 1 0 1 0 1 14 1 1 1 0 1 0 1 1 1 0 14 1 0 1 1 0 0 1 0 1 14 1 0 1 0 1 1 1 0 14 1 0 1 0 1 0 1 14 1 1 1 1 1 0 14 1 0 1 0 1 14 1 1 1 0 14 1 1 1 14 1 1 14 1 14 # v b try # seed iter score vbar e'(A) 121 20 141 12 685753569 165 2.5988 0.2736 0.9852 Best design: 14 1 9 2 14 10 3 13 9 11 5 12 9 16 0 8 19 10 2 19 8 6 14 5 2 15 9 16 6 7 16 0 1 6 11 18 1 4 10 0 13 0 16 8 4 6 4 18 12 12 14 10 1 18 4 15 16 12 10 14 4 17 8 11 2 8 4 17 16 0 8 1 12 14 13 2 15 12 6 15 19 13 8 9 4 5 5 0 6 10 5 2 17 9 0 10 18 18 12 11 0 19 3 7 7 15 5 13 7 7 19 14 19 3 17 3 11 16 17 3 17 6 11 13 1 18 5 3 3 18 13 7 15 2 1 11 15 19 7 9 17 0 11 3 1 16 18 19 17 10 19 1 1 15 10 16 16 13 12 18 7 7 18 19 7 7 6 13 17 12 17 5 8 19 19 9 16 17 18 5 13 5 15 13 12 7 11 15 7 2 7 11 11 9 11 13 17 9 13 17 15 16 4 5 4 15 18 9 3 19 12 1 3 14 3 10 13 8 15 4 5 4 8 11 6 1 4 2 2 17 6 3 9 11 8 9 1 0 14 4 5 3 2 4 10 9 10 0 6 0 14 0 5 8 6 14 2 12 12 2 10 0 16 0 14 14 3 6 12 8 1 18 1 19 16 15 2 18 10 6 14 8 Concurrence matrix: 15 0 1 1 0 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 15 1 1 1 1 0 1 1 1 1 1 1 0 1 1 0 1 1 1 14 1 0 1 0 1 0 1 0 1 1 1 0 1 1 1 1 1 14 1 1 1 0 1 1 1 0 1 0 1 0 0 1 1 1 14 1 1 1 0 1 0 1 1 1 0 1 1 1 1 1 14 1 1 1 0 1 1 0 1 1 1 1 0 0 0 14 1 0 1 1 1 1 1 0 1 1 1 1 1 14 1 1 1 0 1 0 1 0 0 1 1 1 14 1 0 1 1 1 0 1 1 1 1 1 14 1 1 0 1 1 1 1 0 0 0 14 1 1 1 0 1 1 1 1 1 14 1 0 1 0 0 1 1 1 14 1 1 1 1 0 0 0 14 1 0 1 1 1 1 14 1 1 1 1 1 14 0 1 1 1 14 1 1 1 14 0 0 14 0 14 # v b try # seed iter score vbar e'(A) 122 20 142 14 -634118061 157 2.5804 0.2716 0.9852 Best design: 10 17 15 18 11 6 1 4 16 14 8 16 4 12 0 11 3 8 14 2 14 8 15 0 4 1 10 9 2 4 16 13 14 17 2 12 1 10 0 17 16 7 10 8 16 15 6 4 0 16 4 5 12 12 14 1 6 17 3 15 8 0 18 12 10 18 18 8 8 16 19 5 6 3 6 2 11 11 6 2 1 10 17 11 11 9 3 7 5 12 0 2 3 14 7 2 4 5 10 19 14 1 9 12 3 18 11 13 13 18 3 0 7 13 6 9 1 19 15 5 13 17 9 19 17 9 13 7 7 15 19 15 5 1 9 18 3 19 13 19 5 7 14 13 0 6 13 14 15 16 0 8 13 9 18 17 2 5 4 17 9 15 19 0 11 19 2 5 1 11 5 5 7 3 5 5 9 14 14 19 17 3 12 3 17 11 15 3 11 15 7 19 7 3 18 15 15 9 9 4 6 17 2 3 5 11 11 0 9 3 16 1 1 16 15 2 13 10 1 7 7 6 6 7 19 19 4 17 16 8 0 7 11 18 12 13 17 13 1 8 16 6 4 13 12 2 19 1 2 16 10 10 9 14 1 12 16 0 12 2 18 10 18 6 4 4 14 8 0 18 14 8 18 10 6 0 10 8 10 12 4 8 12 2 Concurrence matrix: 15 1 1 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 1 15 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 15 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 15 1 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 14 1 0 1 0 1 0 1 0 1 1 1 1 1 1 1 14 1 0 1 0 1 1 1 0 1 0 1 1 1 0 14 1 0 1 0 1 0 1 1 1 1 1 1 1 14 1 0 1 1 1 0 1 0 1 1 1 0 14 1 0 1 0 1 1 1 1 1 1 1 14 1 1 1 0 1 0 1 1 1 0 14 1 0 1 1 1 1 1 1 1 14 1 1 0 1 0 0 0 1 14 1 1 1 1 1 1 1 14 1 0 1 1 1 0 14 1 0 1 0 1 14 1 1 1 0 14 0 0 1 14 0 1 14 1 14 # v b try # seed iter score vbar e'(A) 123 20 143 13 1205372146 171 2.5623 0.2697 0.9853 Best design: 0 14 8 0 16 4 2 11 18 4 8 8 10 6 4 0 11 0 10 11 8 0 18 9 18 8 14 0 12 9 16 12 12 13 12 2 19 2 14 7 5 6 12 16 14 18 19 2 0 2 16 6 12 14 7 8 1 2 5 6 9 1 16 14 18 5 13 10 18 0 7 10 5 14 10 4 6 3 5 11 13 11 4 11 18 16 16 4 15 13 1 6 9 7 17 7 13 4 3 3 19 17 19 3 1 5 10 7 17 6 13 1 3 19 13 15 15 3 17 15 19 2 5 12 15 9 17 8 11 10 9 3 1 15 9 17 19 7 1 2 17 5 15 17 0 13 16 3 1 4 7 10 11 11 17 19 0 7 11 13 2 16 9 1 8 13 8 5 15 5 19 17 15 19 0 3 15 1 12 11 5 7 3 19 7 15 5 9 4 8 13 3 8 1 9 11 2 2 4 17 9 7 3 3 11 13 3 3 13 0 12 0 9 8 14 9 1 4 16 17 13 8 16 12 18 19 6 15 17 2 14 19 6 15 5 18 18 18 16 4 12 19 17 14 14 6 8 2 12 1 0 10 4 10 9 4 2 14 6 0 5 15 7 18 6 1 7 14 10 5 10 14 6 16 1 18 4 12 2 12 10 6 18 11 10 16 Concurrence matrix: 15 0 1 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 15 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 1 1 0 15 0 1 1 1 1 1 1 0 0 1 1 1 0 1 1 1 1 15 1 1 1 1 1 1 0 0 1 1 1 0 1 1 1 1 15 0 1 1 1 0 1 1 1 1 1 1 1 0 1 1 15 1 1 1 1 1 0 1 1 1 0 1 1 1 1 14 1 0 1 1 1 0 1 0 1 0 1 0 1 14 1 0 1 1 1 0 1 1 1 0 1 0 14 1 1 1 0 1 0 1 0 1 0 1 14 1 1 1 0 1 1 1 0 1 0 14 0 1 1 1 0 1 1 1 1 14 1 1 1 0 1 1 1 1 14 1 0 1 0 1 0 1 14 1 1 1 0 1 0 14 1 0 1 0 1 14 1 1 1 1 14 1 0 1 14 1 0 14 1 14 # v b try # seed iter score vbar e'(A) 124 20 144 18 1598815613 163 2.544 0.2678 0.9854 Best design: 4 15 6 16 10 7 4 12 8 3 2 16 13 6 10 5 14 16 0 6 12 10 8 9 18 2 2 3 12 11 4 14 3 18 4 0 11 13 4 8 14 8 12 10 6 18 2 13 2 11 8 0 11 13 10 16 18 2 15 6 16 8 15 19 17 15 16 0 0 14 6 13 5 2 12 18 1 18 15 15 8 7 1 9 18 11 14 1 0 7 9 17 16 5 4 0 2 19 9 11 13 5 12 7 5 17 17 14 1 9 1 6 13 14 5 10 5 3 3 7 15 1 12 3 17 9 19 4 1 9 6 7 17 3 19 0 10 19 19 11 19 17 7 3 2 9 15 7 9 5 13 0 0 8 5 0 1 13 7 17 10 3 9 8 19 1 16 5 3 12 13 7 1 10 18 9 5 10 11 19 17 19 12 15 3 7 17 19 18 9 3 10 10 9 2 11 2 7 17 5 16 17 14 7 1 10 11 8 13 3 14 17 1 2 14 5 19 9 3 15 6 7 4 7 5 4 8 16 19 1 5 15 13 1 13 8 13 18 17 4 18 11 4 16 15 12 6 14 1 15 18 4 4 6 18 0 3 0 6 0 11 10 0 2 12 2 16 6 16 8 15 8 14 12 19 11 14 4 14 18 12 16 4 6 2 6 12 11 Concurrence matrix: 15 1 0 1 1 0 1 0 1 1 1 1 1 1 1 0 1 1 1 1 15 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 0 15 1 1 1 0 1 1 1 1 1 1 1 1 0 0 1 1 1 15 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 0 15 0 0 1 1 1 0 1 1 1 1 1 0 1 1 1 15 1 1 1 1 0 1 1 1 1 0 1 1 1 1 15 1 1 1 0 1 1 1 1 1 0 1 1 1 15 1 0 1 1 1 1 1 1 1 0 1 0 14 1 1 0 0 0 0 1 1 1 0 1 14 1 1 1 1 1 1 1 0 1 0 14 1 1 1 1 0 0 1 1 1 14 0 0 0 1 1 1 0 1 14 0 0 1 1 1 0 1 14 0 1 1 1 0 1 14 1 1 1 0 1 14 0 1 1 1 14 1 1 1 14 1 0 14 1 14 # v b try # seed iter score vbar e'(A) 125 20 145 30 1386029899 152 2.5258 0.2659 0.9857 Best design: 16 9 4 2 6 18 12 2 8 7 17 4 18 18 14 17 6 0 11 3 12 16 4 10 11 16 6 6 19 0 10 13 14 0 17 16 0 6 2 16 9 4 7 2 0 8 14 6 0 1 12 14 18 10 17 12 3 17 11 6 10 14 4 2 14 2 1 8 11 3 16 4 18 9 17 17 0 18 9 11 10 15 9 9 12 7 8 3 2 8 14 16 19 5 12 9 1 19 15 7 3 8 1 18 11 6 3 10 5 10 8 1 15 12 9 5 3 19 1 5 15 15 15 7 19 5 5 7 19 13 1 4 13 15 7 13 5 19 7 1 11 13 13 13 3 7 13 1 9 18 1 11 1 4 13 15 7 17 19 19 1 16 2 9 11 8 5 11 1 17 9 15 10 7 7 13 3 12 19 13 17 15 9 4 13 14 6 11 13 16 3 17 14 11 7 1 11 12 0 5 9 5 19 16 17 7 13 3 17 3 5 3 16 2 2 12 5 3 18 4 10 14 15 15 18 19 10 19 0 5 18 10 19 6 14 1 15 6 8 2 10 9 16 3 14 0 18 5 0 10 11 16 12 0 5 2 0 4 4 4 7 6 8 6 6 8 14 12 15 12 14 9 8 2 18 8 0 0 2 2 12 18 4 17 16 8 6 4 8 10 Concurrence matrix: 15 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 1 0 1 1 15 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 0 15 1 1 1 1 1 1 1 0 1 1 1 0 1 0 1 0 1 15 1 1 1 0 1 0 1 1 0 1 1 1 1 0 1 1 15 1 1 1 1 1 0 1 1 1 0 1 0 1 0 1 15 1 1 1 1 1 0 1 0 1 0 1 1 1 0 15 0 0 1 1 1 0 1 1 1 1 1 1 1 15 1 0 1 1 0 1 1 1 1 1 1 1 15 0 1 1 1 1 1 1 1 0 1 1 15 1 1 1 1 1 1 1 0 1 1 14 1 1 1 0 1 0 1 0 1 14 1 0 1 0 1 1 1 0 14 1 1 1 1 0 1 1 14 1 0 1 1 1 0 14 1 0 1 0 1 14 1 1 1 0 14 1 0 1 14 1 1 14 1 14 # v b try # seed iter score vbar e'(A) 126 20 146 1 1929341227 159 2.5077 0.264 0.986 Best design: 6 3 14 3 4 17 16 18 12 9 10 11 0 8 2 2 2 0 12 10 3 1 4 4 9 8 12 8 11 6 18 14 10 8 6 4 5 17 3 5 13 2 8 16 0 13 8 18 10 14 16 17 0 11 11 18 15 6 1 2 0 15 18 17 8 8 12 18 18 4 15 14 10 12 12 7 10 7 11 17 16 0 3 16 6 0 5 2 4 14 17 17 2 9 10 14 2 7 7 6 11 3 4 6 5 5 0 14 7 19 16 7 19 5 16 15 1 1 19 7 11 19 1 5 19 9 1 1 13 15 12 19 11 3 9 9 13 13 15 9 9 19 15 13 13 5 0 1 16 19 18 9 12 10 18 14 6 3 1 12 7 10 3 7 11 12 13 5 14 9 5 14 19 13 9 8 3 13 0 0 12 17 11 1 7 7 17 4 1 0 4 5 19 16 11 0 7 10 11 7 17 15 6 17 15 15 2 9 7 3 5 9 9 19 8 6 11 17 19 7 3 4 15 15 13 18 5 9 15 15 5 18 3 8 12 3 8 19 17 6 13 10 1 8 17 16 8 6 11 13 10 18 19 1 14 11 2 6 14 14 1 4 4 12 5 10 1 2 6 4 6 16 10 18 4 14 2 4 16 0 3 18 16 2 13 2 10 16 8 12 0 2 Concurrence matrix: 15 1 1 1 1 0 1 1 1 1 1 1 0 1 1 0 1 0 1 1 15 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 1 1 0 15 1 1 1 0 1 1 1 1 0 1 1 0 1 1 1 0 1 15 0 1 1 1 0 1 0 1 1 1 1 1 0 1 1 1 15 1 1 1 0 1 0 1 1 1 1 1 0 1 1 1 15 1 1 1 1 1 1 0 1 1 0 1 0 1 1 15 1 1 1 1 0 1 1 0 1 1 1 0 1 15 1 0 1 1 1 0 1 1 1 1 1 0 15 1 0 1 1 1 1 1 0 1 1 1 15 1 1 1 0 1 1 1 1 1 0 15 1 1 1 1 1 0 1 1 1 15 1 1 0 1 1 1 0 1 14 1 0 0 1 0 1 1 14 1 1 1 1 0 0 14 1 1 1 0 1 14 1 0 1 0 14 0 1 1 14 1 1 14 1 14 # v b try # seed iter score vbar e'(A) 127 20 147 16 -993404808 158 2.4891 0.262 0.9866 Best design: 16 6 2 10 6 0 2 19 1 17 17 0 12 6 4 6 6 3 8 11 12 1 0 5 16 6 11 12 16 14 14 5 18 14 19 2 4 14 19 8 12 10 14 8 14 10 2 12 18 11 0 2 18 10 13 16 10 4 16 2 8 10 12 15 2 13 3 0 19 2 15 18 4 15 4 8 0 7 14 3 18 11 9 6 5 4 11 7 4 11 19 0 7 4 8 17 1 15 10 9 5 13 7 3 17 5 7 1 19 7 9 17 13 16 5 1 9 9 8 13 18 19 18 11 0 1 9 3 12 1 15 17 5 16 13 7 7 1 15 9 13 13 3 17 15 3 11 7 16 13 12 12 7 12 11 17 5 7 18 3 13 15 0 4 17 19 1 8 13 10 9 5 15 3 5 15 16 0 1 3 12 7 4 19 13 9 5 17 5 11 1 7 3 17 11 15 5 5 9 19 17 19 9 1 14 3 5 3 16 13 19 16 9 2 17 14 11 10 13 12 7 8 2 8 2 3 15 9 10 12 9 6 10 18 9 11 6 6 4 11 1 14 16 15 12 8 14 14 11 18 19 4 15 12 18 2 10 1 6 10 4 18 14 3 0 6 17 8 10 4 0 2 7 10 6 18 2 2 18 19 8 8 8 6 6 0 4 0 16 1 14 13 0 16 Concurrence matrix: 15 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 15 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 15 1 1 1 0 1 1 1 0 1 1 1 0 1 1 1 0 1 15 0 0 1 0 1 1 1 1 1 0 1 1 1 1 1 1 15 0 1 0 1 1 1 1 1 0 1 1 1 1 1 1 15 1 0 1 1 1 1 1 0 1 1 1 1 1 1 15 1 1 1 0 1 1 1 0 1 1 1 0 1 15 1 1 1 1 1 0 1 1 1 1 1 1 15 0 1 0 1 1 1 0 1 0 1 1 15 1 0 1 1 1 0 1 0 1 1 15 1 1 1 0 1 1 1 0 1 15 1 1 1 0 1 0 1 1 15 1 1 1 0 1 1 0 15 1 1 1 1 1 1 14 0 1 1 0 1 14 1 0 1 1 14 1 0 0 14 1 0 14 1 14 # v b try # seed iter score vbar e'(A) 128 20 148 1 818559909 158 2.4705 0.2601 0.9873 Best design: 6 19 10 10 9 6 12 16 6 8 0 0 7 7 7 12 4 16 12 7 0 16 11 14 8 16 6 12 17 8 10 10 16 19 18 7 17 8 19 4 10 9 0 17 12 3 8 14 18 14 14 12 2 10 6 0 13 10 16 11 4 0 4 18 10 16 8 1 2 1 9 9 11 17 18 11 13 2 17 3 7 2 8 9 5 2 19 17 1 0 2 3 13 13 18 4 4 6 15 13 6 3 4 18 12 11 19 17 9 5 19 5 11 15 15 4 15 13 1 3 9 3 11 5 19 5 2 14 5 15 3 15 14 13 15 14 11 1 9 18 1 1 3 5 7 15 5 12 18 7 4 14 3 7 15 9 14 18 14 11 9 13 1 4 3 13 0 5 16 2 7 11 16 3 17 11 1 5 13 18 15 1 7 17 3 15 5 18 2 19 17 15 18 13 13 7 19 1 3 14 3 15 13 5 15 17 7 9 16 9 19 9 0 11 3 8 6 12 1 12 6 16 13 17 12 13 8 12 10 19 10 10 11 12 0 2 16 6 9 10 1 4 14 1 5 8 0 0 4 19 17 17 5 4 8 12 8 15 11 16 10 19 4 14 14 19 10 6 4 7 8 18 14 6 18 8 1 6 0 7 16 11 9 2 2 6 6 0 0 2 5 10 12 2 2 8 Concurrence matrix: 15 1 0 1 0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 15 1 0 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 15 1 0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 15 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 15 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 15 1 1 1 0 1 1 1 0 0 1 1 0 1 1 15 1 1 1 0 1 0 1 1 1 0 1 1 0 15 0 1 1 1 1 1 1 1 1 1 1 1 15 1 1 1 1 1 1 1 1 1 1 1 15 1 1 1 0 0 1 1 0 1 1 15 1 0 1 1 1 0 1 1 0 15 1 1 1 0 1 1 0 1 15 1 1 1 0 1 1 0 15 0 1 1 0 1 1 15 1 1 0 1 1 15 1 1 0 1 14 1 0 0 14 1 0 14 1 14 # v b try # seed iter score vbar e'(A) 129 20 149 1 -904683526 146 2.4519 0.2581 0.9881 Best design: 5 13 2 4 1 4 16 19 14 17 16 0 10 0 18 10 10 10 4 12 4 6 14 3 6 5 8 12 18 10 0 6 14 5 2 12 18 18 4 2 2 4 19 1 18 14 2 1 15 4 9 8 6 19 12 8 6 11 0 8 16 5 12 9 11 6 16 9 1 6 12 6 12 15 11 18 3 9 0 17 13 5 16 11 19 8 14 13 14 8 15 5 12 3 18 16 15 2 16 15 16 10 4 11 17 13 5 15 8 1 19 10 17 19 3 9 14 17 1 1 1 0 17 7 7 3 7 9 11 3 7 10 7 0 17 7 3 13 9 17 19 3 13 2 7 11 13 7 15 10 3 19 16 11 18 2 9 1 15 15 8 15 1 12 11 9 13 19 11 10 0 19 7 12 9 19 15 14 17 13 3 5 13 9 1 5 3 15 11 13 3 13 10 1 6 18 17 7 7 4 11 4 17 9 14 1 3 5 17 0 11 5 8 15 5 9 1 2 13 19 15 8 8 4 17 12 18 18 4 1 8 12 6 11 4 13 18 15 3 13 16 10 14 11 19 9 8 14 2 17 3 5 0 5 12 2 0 7 4 10 2 12 6 17 14 10 6 8 16 7 19 0 16 14 0 2 0 16 9 12 0 6 7 14 10 16 16 6 2 7 2 4 6 5 14 8 18 18 Concurrence matrix: 15 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 15 1 0 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 15 1 0 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 15 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 15 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 15 1 1 1 1 1 1 1 1 1 0 1 1 1 0 15 1 0 1 0 1 1 1 1 1 0 1 0 1 15 1 0 1 0 1 0 1 1 1 0 1 1 15 1 0 1 1 1 1 1 0 1 0 1 15 1 0 1 0 1 1 1 0 1 1 15 1 1 1 1 1 0 1 0 1 15 1 0 1 1 1 0 1 1 15 1 0 1 1 1 1 1 15 1 1 1 0 1 1 15 1 1 1 1 1 15 1 1 1 0 15 1 0 1 15 1 1 14 0 14 # v b try # seed iter score vbar e'(A) 130 20 150 1 1565255305 166 2.4333 0.2561 0.989 Best design: 3 8 0 17 4 3 6 4 16 11 18 0 12 14 19 18 16 8 16 10 11 16 10 18 6 19 8 11 8 18 3 17 18 6 0 10 15 15 10 3 5 6 11 0 14 2 11 0 18 7 14 18 3 12 4 5 4 1 6 19 8 12 10 2 14 12 2 10 0 1 6 2 6 16 10 15 13 4 7 1 1 0 14 2 10 8 17 17 13 11 15 8 2 15 4 19 14 5 9 4 7 16 12 11 7 9 14 7 9 5 2 13 17 19 15 9 0 12 16 5 17 2 13 16 11 15 9 19 1 9 3 3 7 13 8 1 1 13 5 7 13 18 9 13 17 5 5 12 19 9 14 3 16 9 7 11 2 3 10 19 9 12 15 15 7 17 7 9 13 4 7 12 14 0 5 5 0 13 13 5 1 1 19 3 1 2 18 13 1 18 17 4 9 7 18 3 5 10 11 17 12 13 5 19 8 15 5 18 16 9 7 3 9 7 7 11 17 15 15 19 14 1 11 2 13 1 12 1 6 12 6 17 8 15 19 17 14 10 0 10 8 5 19 6 9 0 19 10 6 18 15 1 2 8 3 15 16 12 12 14 8 19 6 8 4 2 6 4 11 12 13 18 3 4 17 11 16 4 8 14 10 0 18 2 16 11 14 6 2 10 4 16 0 14 4 0 16 17 6 3 Concurrence matrix: 15 1 0 1 0 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 15 1 1 1 0 1 0 1 0 1 1 1 0 1 1 1 1 1 1 15 1 0 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 15 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 0 15 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 15 1 0 1 0 1 1 1 0 1 1 1 1 1 1 15 1 0 1 0 1 0 1 1 1 1 1 0 1 15 1 0 1 1 1 0 1 1 1 1 1 1 15 1 0 1 0 1 1 1 1 1 0 1 15 1 1 1 0 1 1 1 1 1 1 15 1 0 1 1 1 1 1 0 1 15 1 1 0 1 1 1 1 1 15 1 1 1 1 1 0 1 15 1 1 1 1 1 1 15 1 1 1 1 1 15 0 0 1 0 15 0 1 0 15 1 0 15 1 15 # v b try # seed iter score vbar e'(A) 131 20 151 5 1166592970 161 2.4176 0.2545 0.9889 Best design: 0 1 8 16 3 14 10 2 12 6 0 9 6 18 1 16 19 14 12 6 6 8 18 3 16 12 19 10 3 4 8 14 8 2 2 1 7 14 14 13 10 17 0 6 2 1 6 16 11 8 16 3 13 10 9 16 2 16 14 5 10 10 10 12 2 4 16 0 15 0 14 18 17 17 18 2 7 4 0 12 9 19 8 11 8 10 18 18 4 2 9 5 11 6 15 5 13 4 7 11 13 17 5 4 13 4 4 13 5 7 13 5 14 8 17 5 3 1 3 12 12 11 9 1 0 11 7 0 11 19 19 19 17 1 7 15 15 5 11 15 19 1 9 9 15 3 19 17 15 7 18 12 13 3 10 1 4 13 10 7 17 17 17 0 11 9 6 7 7 1 18 10 0 9 9 12 13 15 12 5 16 11 13 9 18 3 7 5 17 18 11 8 19 2 11 11 5 13 2 15 15 14 19 9 14 7 8 7 3 11 17 7 9 17 5 15 9 17 19 1 3 3 15 8 11 19 13 16 17 15 15 14 13 18 7 19 5 12 3 13 1 6 8 3 5 10 14 16 8 6 4 8 1 18 2 18 6 3 0 0 18 5 2 0 1 2 15 10 19 12 4 19 1 12 16 16 12 8 1 10 2 6 10 18 14 0 4 9 4 0 6 4 6 2 0 16 6 14 12 14 4 16 Concurrence matrix: 16 1 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 16 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 15 1 1 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 15 1 1 1 0 1 1 1 1 1 0 1 0 1 0 1 1 15 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 15 1 1 1 0 1 0 1 1 1 1 0 1 1 0 15 1 0 1 1 1 0 1 0 1 1 1 1 1 15 1 1 1 1 1 0 1 0 1 0 1 1 15 1 1 1 0 1 0 1 1 1 1 1 15 1 0 1 1 1 1 0 1 1 0 15 1 1 1 1 1 1 1 0 1 15 1 1 1 1 0 1 1 0 15 1 0 1 1 1 1 1 15 1 0 1 0 1 1 15 1 1 1 1 1 15 1 0 1 1 15 1 1 0 15 1 1 15 1 15 # v b try # seed iter score vbar e'(A) 132 20 152 3 535613373 163 2.402 0.2528 0.9888 Best design: 4 15 0 12 16 16 0 10 17 2 18 17 10 16 0 6 2 14 10 15 12 10 12 6 14 4 13 16 12 8 6 17 0 0 14 18 14 7 16 8 8 4 4 12 13 8 14 2 5 18 15 0 11 14 17 6 0 19 16 15 8 10 8 13 5 5 4 18 18 6 3 4 3 9 6 2 8 9 2 13 18 19 18 19 7 7 6 7 1 1 2 2 3 1 11 19 16 5 3 6 15 4 9 8 0 3 11 9 15 3 19 12 9 14 10 13 17 13 18 11 17 11 1 7 15 5 19 5 1 12 1 5 2 9 1 5 11 13 11 3 19 7 3 11 17 10 15 9 17 7 1 13 10 9 4 3 6 13 8 0 3 16 12 19 11 3 16 13 5 4 12 13 19 15 17 11 0 18 9 11 5 16 7 9 13 17 15 7 2 9 12 10 19 17 3 9 1 5 11 7 15 13 3 12 1 3 5 14 19 15 4 1 1 5 14 17 0 1 7 1 19 19 7 13 6 4 1 10 18 11 13 8 15 3 0 9 1 0 5 8 19 4 12 8 8 2 15 4 7 9 18 2 2 2 6 17 6 5 8 16 7 0 16 14 8 9 19 3 7 14 6 0 2 17 17 10 16 14 14 16 14 11 10 18 18 10 16 4 4 12 18 11 2 12 10 2 15 6 0 18 6 14 12 10 Concurrence matrix: 16 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 16 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 16 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 16 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 15 1 0 1 0 1 1 1 0 1 1 0 1 1 1 1 15 1 0 1 1 1 0 1 0 1 1 1 1 1 0 15 1 0 1 1 1 0 1 1 0 1 1 1 1 15 1 1 1 0 1 0 1 1 1 1 1 0 15 1 1 1 0 1 1 0 1 1 1 1 15 1 1 1 1 1 1 1 1 1 1 15 1 1 1 0 1 0 0 0 1 15 1 0 1 1 1 1 1 0 15 1 1 0 1 1 1 1 15 1 1 1 1 1 0 15 1 0 0 0 1 15 1 1 1 1 15 0 0 1 15 0 1 15 1 15 # v b try # seed iter score vbar e'(A) 133 20 153 27 -60918613 173 2.3863 0.2512 0.9888 Best design: 4 17 4 17 0 4 16 12 3 12 10 4 17 6 15 12 12 10 2 19 2 2 2 16 10 14 16 3 0 19 18 16 14 14 17 6 10 6 10 14 15 18 3 1 15 6 0 9 0 9 1 8 18 2 8 0 0 16 6 8 1 10 18 15 4 8 0 18 6 14 11 6 16 4 12 13 16 4 15 8 5 0 6 9 13 7 11 17 9 10 2 18 7 8 18 2 5 1 4 13 11 9 14 16 14 5 7 13 5 9 1 14 3 17 19 15 5 13 3 11 13 19 9 13 12 11 12 19 11 7 3 7 5 5 19 11 3 17 11 7 19 2 7 1 8 7 9 17 3 1 15 1 5 2 7 12 19 2 18 19 8 1 3 13 19 1 8 5 9 1 3 3 13 16 11 1 10 5 10 11 5 6 9 10 1 17 15 9 2 15 1 12 3 16 5 17 9 11 19 18 11 16 7 10 15 17 12 13 13 9 7 10 7 14 9 8 19 1 11 5 3 17 7 14 5 17 6 7 17 3 7 6 16 13 4 11 5 6 10 3 5 6 11 19 15 2 9 19 18 2 0 14 4 17 14 8 4 2 8 13 16 16 18 13 0 19 15 14 0 12 14 4 4 18 0 16 12 15 13 0 12 0 3 0 0 4 14 10 12 8 12 18 6 8 10 15 8 2 18 4 2 6 15 4 18 1 Concurrence matrix: 16 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 16 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 1 1 0 16 1 1 1 1 1 1 0 1 1 1 0 1 0 1 1 1 1 16 1 1 1 1 1 0 1 1 1 0 1 0 1 1 1 1 16 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 16 1 0 1 1 1 0 1 1 1 1 1 1 1 0 15 1 1 1 1 1 0 1 0 1 0 1 0 1 15 1 1 1 0 1 1 1 1 1 1 1 0 15 1 0 1 1 1 1 1 1 0 1 1 15 1 1 1 0 1 0 1 1 1 1 15 1 1 1 1 1 1 0 1 1 15 1 1 1 1 1 1 1 0 15 1 0 1 0 1 0 1 15 1 0 1 1 1 1 15 1 0 1 0 1 15 1 1 1 1 15 1 0 1 15 1 1 15 1 15 # v b try # seed iter score vbar e'(A) 134 20 154 5 818084675 177 2.3706 0.2495 0.9888 Best design: 16 9 14 12 14 4 16 13 9 12 12 14 10 13 17 0 15 3 8 1 14 13 2 8 9 6 17 3 10 16 4 0 0 6 6 14 16 6 4 14 12 2 4 0 10 5 4 19 10 18 11 0 18 16 5 12 14 8 2 18 6 5 2 3 8 17 0 12 10 11 4 4 1 2 18 0 10 19 19 3 2 0 5 16 16 3 12 12 6 7 18 13 8 17 10 8 6 2 9 11 19 13 11 3 11 18 17 7 19 8 1 11 4 15 15 10 2 19 8 15 5 9 18 11 15 7 7 1 7 3 1 15 9 7 3 9 17 5 1 17 13 19 5 5 18 1 15 1 13 17 7 15 6 7 15 1 11 13 18 14 18 3 11 18 17 17 3 1 16 2 7 9 16 19 3 7 11 18 13 4 5 19 0 11 5 19 12 1 12 5 1 11 3 1 16 1 19 5 6 1 13 9 5 0 17 3 2 4 15 19 7 11 6 7 19 13 4 15 0 7 17 1 18 15 0 11 17 3 11 15 16 7 14 7 9 13 9 19 5 16 14 9 17 16 6 14 14 3 13 9 13 16 4 13 2 2 0 8 10 4 2 0 5 6 15 19 7 14 12 14 14 8 15 4 2 17 3 12 6 9 2 0 12 6 8 2 10 6 12 18 10 12 18 4 16 10 8 6 5 4 9 10 8 8 10 10 0 8 Concurrence matrix: 16 1 1 1 1 1 1 1 1 0 1 1 1 1 0 1 0 1 1 1 16 1 0 1 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 16 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 16 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 16 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 16 1 0 1 1 1 0 1 1 1 1 1 1 1 1 16 1 1 0 1 1 1 1 0 1 0 1 1 1 16 1 1 1 0 1 1 1 1 1 1 1 1 15 1 0 1 0 1 1 1 1 1 1 1 15 1 1 1 1 0 1 0 1 1 1 15 1 0 1 1 1 1 1 1 1 15 1 1 1 1 1 1 1 1 15 1 1 1 1 1 1 1 15 1 0 1 0 0 0 15 1 0 1 1 1 15 1 0 0 0 15 1 1 1 15 0 0 15 0 15 # v b try # seed iter score vbar e'(A) 135 20 155 9 1583555267 162 2.355 0.2479 0.989 Best design: 6 1 8 3 2 9 14 6 5 0 10 12 12 5 16 5 0 8 8 3 8 15 16 6 10 0 7 14 16 2 5 6 2 18 0 12 2 2 6 12 19 1 18 14 4 16 3 4 7 14 0 10 14 2 9 6 10 5 9 10 4 2 6 0 9 18 9 8 13 16 18 18 1 6 7 7 8 4 7 9 16 19 8 2 13 11 5 0 10 17 5 16 13 8 4 13 13 11 19 17 12 11 11 1 4 11 14 13 14 17 3 12 1 10 15 7 4 15 19 11 3 15 3 17 0 14 11 7 1 18 3 17 11 3 12 19 15 15 19 9 13 15 17 9 18 7 19 1 16 1 5 4 15 17 19 19 17 2 13 16 4 1 4 15 18 14 16 4 7 18 13 5 18 3 11 7 13 4 11 5 7 17 8 14 0 11 9 11 1 6 0 12 1 3 6 3 13 7 4 5 13 17 8 11 6 3 18 9 13 19 7 2 19 11 19 13 5 5 11 1 12 17 0 9 7 13 4 3 2 10 2 10 19 3 15 8 15 17 17 8 14 3 17 15 16 9 1 6 9 2 7 0 18 1 6 7 1 10 0 3 15 15 14 19 5 16 1 5 12 2 9 0 0 2 16 12 12 10 14 14 12 8 14 10 9 9 18 4 15 8 0 17 18 18 2 10 16 10 12 6 19 8 6 5 8 12 10 6 4 16 Concurrence matrix: 16 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 0 1 1 1 16 1 1 0 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 16 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 16 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 16 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 16 1 1 0 1 1 1 1 1 0 1 1 1 0 1 16 1 0 1 0 1 1 1 1 1 0 1 1 1 16 1 1 1 1 1 1 1 0 1 1 1 1 16 1 1 1 1 1 1 0 1 1 1 1 16 0 1 1 1 1 1 0 1 1 1 15 1 1 1 1 1 0 1 1 1 15 0 0 1 1 1 0 1 0 15 0 1 1 1 0 1 0 15 1 1 1 0 1 0 15 1 1 1 0 1 15 1 1 1 1 15 1 1 1 15 1 0 15 1 15 # v b try # seed iter score vbar e'(A) 136 20 156 6 478291241 179 2.3391 0.2462 0.9893 Best design: 2 9 4 12 10 9 18 8 19 6 14 2 12 4 6 14 18 1 16 0 17 7 5 10 1 10 16 16 14 18 0 10 14 0 12 8 16 12 7 8 6 2 6 16 2 8 18 4 9 10 0 13 12 10 8 3 4 4 15 19 14 6 10 2 7 16 4 14 10 13 7 13 18 18 6 8 17 12 1 17 13 8 11 18 3 12 0 15 4 15 15 4 6 11 9 9 5 8 0 7 6 11 16 17 3 16 0 2 7 11 17 19 15 13 0 1 7 2 5 3 13 13 3 15 19 2 3 1 17 1 9 5 9 5 3 5 19 15 11 12 19 1 14 19 11 9 3 7 19 1 11 14 17 11 5 5 6 15 7 17 1 13 7 1 5 18 11 11 2 18 14 1 1 5 7 16 9 9 15 2 9 19 8 13 5 10 7 4 3 15 7 3 5 1 5 9 8 13 4 4 16 15 11 17 19 0 3 5 0 8 13 18 1 9 3 11 10 13 11 15 17 10 12 7 3 18 8 3 12 8 17 14 19 3 6 5 11 17 15 9 6 16 14 7 11 10 12 19 9 17 12 14 4 12 9 10 19 12 6 13 16 19 6 18 2 7 10 18 13 4 18 11 13 17 8 17 14 0 2 4 0 14 1 2 1 16 10 10 16 2 4 0 8 6 6 5 14 0 12 15 16 2 19 3 2 15 0 4 0 8 18 6 Concurrence matrix: 16 1 0 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 16 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 1 1 0 16 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 16 1 0 1 1 1 0 1 0 1 1 1 1 1 1 1 1 16 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 16 1 1 1 0 1 0 1 1 1 1 1 1 1 1 16 0 1 1 0 1 0 1 1 1 1 1 1 1 16 1 1 1 1 1 1 1 1 1 1 1 0 16 1 1 1 1 1 1 1 1 1 1 1 16 1 0 1 1 1 1 1 1 1 1 16 1 0 0 1 1 1 1 1 1 16 1 1 1 1 1 1 1 1 15 0 1 1 1 1 1 0 15 1 1 1 1 1 0 15 0 0 0 0 1 15 0 0 0 1 15 0 0 1 15 0 1 15 1 15 # v b try # seed iter score vbar e'(A) 137 20 157 1 -2058770583 169 2.3234 0.2446 0.9897 Best design: 18 18 18 14 8 12 1 12 2 10 10 5 8 5 14 4 12 4 14 11 8 14 16 1 12 16 0 7 6 19 13 10 14 11 2 4 10 7 8 7 0 6 14 18 12 14 3 19 16 15 17 16 0 0 2 3 12 12 16 9 13 10 10 13 16 16 0 2 4 11 8 4 0 17 2 6 6 18 17 13 0 2 6 16 17 8 2 0 17 8 18 8 13 18 17 18 15 4 4 9 15 1 19 7 10 19 6 5 13 10 3 2 13 5 3 9 12 3 13 15 3 11 17 15 19 7 9 5 5 9 19 11 11 9 7 9 1 1 5 15 11 1 11 3 5 19 4 1 6 15 19 6 1 7 3 9 7 12 5 16 7 6 16 13 1 12 7 1 3 10 11 16 7 5 16 18 15 17 13 6 5 10 8 5 1 0 11 17 17 0 13 3 5 14 11 13 9 8 1 15 13 17 6 14 9 15 3 11 1 11 9 9 7 9 15 2 5 3 11 13 7 11 0 17 8 17 3 11 0 19 1 14 3 12 3 14 9 13 13 19 10 5 5 6 12 15 7 8 15 19 7 18 9 2 6 15 4 10 2 14 15 9 4 18 19 16 4 1 4 4 10 0 8 19 4 12 0 12 6 2 1 2 2 16 7 16 17 10 12 14 3 0 6 18 0 14 19 4 8 2 8 2 8 18 19 17 18 18 10 4 12 10 14 6 Concurrence matrix: 16 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 16 1 1 1 1 1 1 1 0 1 0 1 1 0 1 1 1 1 1 16 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 16 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 16 1 1 1 0 1 1 1 0 1 0 1 1 1 1 1 16 0 1 1 1 1 1 1 0 1 0 1 1 1 1 16 1 1 1 1 1 1 0 1 0 1 1 1 1 16 1 1 1 1 1 1 1 1 0 0 1 0 16 1 1 1 0 1 0 1 1 1 1 1 16 1 0 1 1 1 0 1 1 1 1 16 1 1 1 1 1 1 1 0 1 16 1 1 1 1 1 1 0 1 16 1 0 1 1 1 1 1 16 1 0 1 1 1 1 15 1 1 1 1 1 15 1 1 1 1 15 0 1 0 15 1 0 15 1 15 # v b try # seed iter score vbar e'(A) 138 20 158 2 1025997150 175 2.3073 0.2429 0.9903 Best design: 8 11 14 4 7 17 0 3 3 14 12 4 0 10 6 10 19 12 2 1 5 12 2 4 8 18 0 18 13 4 0 0 13 18 0 10 19 8 1 10 17 4 15 14 16 5 2 15 8 13 0 3 12 5 8 16 18 10 7 4 16 15 6 12 16 8 7 2 16 3 8 18 4 7 0 2 6 6 14 14 6 12 12 11 9 9 4 15 2 9 18 14 13 10 6 16 16 2 17 16 19 7 17 9 8 15 17 15 14 10 18 11 13 1 12 19 17 1 11 5 5 5 11 2 13 5 11 9 9 15 3 10 9 6 1 17 17 5 19 14 13 7 7 3 15 3 11 11 6 1 1 13 7 1 3 9 19 19 14 17 13 14 5 19 14 9 7 2 8 17 18 6 12 7 9 0 4 5 19 11 8 15 15 19 11 4 7 5 10 15 3 3 5 8 3 5 2 4 1 19 3 19 4 11 15 7 18 1 9 17 15 3 9 0 9 11 18 7 10 11 7 7 11 19 0 0 8 1 11 5 3 2 19 9 9 13 1 5 11 4 3 3 4 7 6 1 18 1 15 17 17 2 1 1 15 17 6 13 2 14 16 16 6 14 12 13 6 5 16 2 2 4 16 15 8 10 9 12 6 2 14 12 18 13 18 14 12 10 8 19 10 0 12 10 0 16 6 16 12 16 17 10 6 14 13 4 18 18 8 10 8 0 0 13 13 12 Concurrence matrix: 16 1 1 1 0 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 16 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 1 1 0 16 0 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 16 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 16 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 16 1 1 1 0 1 1 1 1 1 0 1 0 1 1 16 1 1 1 1 1 1 1 1 1 0 1 1 1 16 1 1 1 0 1 1 1 1 1 1 1 0 16 1 1 1 1 0 1 1 1 1 1 1 16 1 1 1 1 1 0 1 0 1 1 16 1 0 1 0 1 1 1 0 1 16 1 1 1 1 1 1 1 0 16 1 0 1 1 1 0 1 16 1 1 1 1 1 1 16 1 1 1 0 1 16 1 0 1 1 15 1 1 0 15 0 1 15 1 15 # v b try # seed iter score vbar e'(A) 139 20 159 5 -1111735576 170 2.2911 0.2412 0.991 Best design: 4 19 1 0 8 1 18 9 4 19 14 3 16 11 18 18 3 1 3 8 16 2 3 10 14 0 7 7 16 4 7 10 8 0 6 12 10 14 12 2 10 15 14 14 4 5 0 7 10 18 6 6 2 8 7 3 8 16 12 2 7 2 4 15 16 14 0 12 5 8 4 0 16 4 14 18 11 12 0 19 6 6 9 14 9 12 13 13 9 2 4 16 0 8 11 10 6 9 5 2 13 3 18 12 10 19 13 13 13 17 3 8 15 11 19 3 11 13 13 15 15 17 17 5 1 9 5 12 16 17 9 11 6 11 18 19 17 11 7 17 18 15 5 7 1 10 1 2 19 15 6 17 5 17 1 9 1 5 15 10 5 5 18 12 13 12 15 14 3 18 11 14 9 10 2 7 9 17 10 0 16 5 3 11 12 9 15 12 7 11 1 0 4 1 2 14 17 5 7 5 17 8 5 13 7 6 17 19 11 3 9 10 3 13 1 5 17 13 6 1 19 6 0 3 19 11 1 15 19 9 7 15 5 9 6 13 14 1 7 16 14 19 13 0 9 19 15 16 13 1 13 17 11 12 15 15 3 6 17 6 4 9 19 16 17 18 10 8 10 12 2 18 6 0 15 4 3 0 2 12 11 18 18 16 8 11 4 7 8 10 10 19 16 7 4 12 2 8 6 3 8 2 14 2 0 18 4 16 14 8 4 0 1 8 2 14 16 4 Concurrence matrix: 16 1 0 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 16 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 0 16 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 16 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 16 1 1 1 0 1 1 1 1 1 1 1 0 1 0 1 16 1 1 1 0 1 1 1 0 1 1 1 0 1 1 16 0 1 1 0 1 0 1 1 1 1 1 1 1 16 1 1 0 1 0 1 1 1 1 1 1 1 16 1 1 1 1 1 1 1 0 1 0 1 16 1 1 1 0 1 1 1 0 1 1 16 1 0 1 1 1 1 1 1 1 16 1 1 1 0 1 1 1 0 16 1 1 1 1 1 1 1 16 1 1 1 0 1 1 16 1 1 1 1 1 16 1 1 1 0 16 1 0 1 16 1 1 15 0 15 # v b try # seed iter score vbar e'(A) 140 20 160 5 1457075243 160 2.275 0.2395 0.9918 Best design: 0 13 18 16 2 16 18 13 10 6 2 14 4 5 14 6 15 14 8 15 12 15 11 6 6 12 10 1 12 18 1 10 15 3 4 5 14 3 7 16 12 8 4 14 0 0 18 18 1 18 5 2 0 4 4 14 14 8 0 4 19 4 9 16 8 14 12 10 10 19 6 16 15 19 8 1 19 9 9 18 1 18 3 10 9 7 10 8 7 3 2 15 16 11 1 6 8 11 7 0 6 3 2 16 17 11 2 1 10 12 7 16 17 0 6 13 13 4 12 13 17 2 2 3 11 15 11 9 17 12 7 11 19 3 17 5 7 0 8 19 7 11 15 9 9 5 13 17 1 19 13 5 9 13 17 3 5 19 5 17 4 7 2 10 1 13 12 9 15 10 0 6 14 3 8 18 13 19 6 3 10 19 7 7 3 11 0 15 3 14 7 18 4 9 6 1 2 17 17 6 9 3 2 5 9 13 16 1 19 19 11 7 15 13 12 11 7 17 1 11 11 7 11 11 2 15 19 17 8 5 1 9 9 4 1 4 17 5 17 9 14 17 4 14 4 5 3 15 3 18 16 5 15 18 9 13 7 17 16 18 0 14 13 1 16 8 19 12 5 2 18 4 5 8 19 10 14 10 8 5 1 3 10 19 10 18 2 2 14 6 0 6 13 0 0 0 15 11 16 16 12 15 12 6 14 16 12 4 10 8 8 6 8 18 13 16 2 0 12 12 Concurrence matrix: 16 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 16 1 0 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 16 1 1 1 0 1 1 1 1 1 1 1 1 0 1 0 1 1 16 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 1 16 0 1 1 0 1 1 1 1 1 1 1 1 1 0 1 16 1 1 0 1 1 1 1 1 1 1 1 1 0 1 16 1 1 1 1 1 1 1 1 0 1 0 1 1 16 1 0 0 1 1 1 1 1 1 1 1 0 16 1 1 1 1 1 1 1 1 1 0 1 16 0 1 1 1 1 1 1 1 1 0 16 1 1 1 1 1 1 1 1 0 16 1 0 1 1 1 1 1 1 16 1 0 1 0 1 1 1 16 1 1 1 1 1 1 16 1 0 1 1 1 16 1 0 1 1 16 1 1 1 16 1 1 16 1 16 # v b try # seed iter score vbar e'(A) 141 20 161 1 1509686633 172 2.2614 0.238 0.9915 Best design: 8 4 7 17 12 10 6 18 12 6 0 18 19 11 2 8 10 3 15 11 2 10 18 3 14 4 12 16 4 8 16 6 0 15 2 14 6 16 16 14 13 1 11 4 1 12 4 14 17 10 10 2 2 10 11 0 12 8 14 15 13 14 12 7 10 18 0 5 18 10 6 18 2 6 18 0 4 6 19 17 12 3 19 8 11 5 0 3 13 16 2 16 3 9 14 4 12 1 4 17 13 9 0 14 19 9 1 17 15 0 6 8 7 11 9 19 8 1 9 5 13 5 15 7 18 17 11 13 16 19 2 19 1 15 7 15 11 16 5 17 7 5 15 17 9 9 5 3 7 8 13 7 5 1 3 3 1 19 13 9 0 17 8 1 13 6 0 0 19 0 15 4 8 9 5 19 2 19 11 11 9 5 5 10 15 6 11 18 11 2 11 15 9 17 1 13 3 10 1 17 17 1 17 7 3 3 11 1 0 7 8 13 9 16 17 17 11 8 9 8 5 3 5 16 19 9 3 5 13 5 7 5 11 18 1 1 2 19 3 17 2 7 19 15 16 6 19 13 2 15 14 7 3 12 13 4 12 15 9 10 15 12 7 18 13 12 18 12 4 14 3 13 19 14 2 16 0 1 0 14 12 8 7 4 18 14 12 14 18 10 14 6 16 10 18 6 2 10 0 1 6 4 8 10 18 15 4 4 7 0 6 4 16 16 2 8 10 14 6 16 12 9 Concurrence matrix: 17 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 17 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 16 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1 16 1 0 1 1 1 0 1 1 1 1 1 1 1 0 1 1 16 1 0 1 1 1 1 1 1 1 1 1 0 1 0 1 16 1 1 1 0 1 1 1 1 1 1 1 0 1 1 16 1 1 1 1 1 1 1 1 1 0 1 0 1 16 0 1 1 1 1 0 1 0 1 1 1 1 16 1 1 1 1 1 1 0 1 1 1 1 16 1 1 1 1 1 1 1 0 1 1 16 1 0 1 0 1 1 1 1 1 16 1 0 1 1 1 1 1 0 16 1 0 1 1 1 1 1 16 1 1 1 1 1 0 16 1 1 1 1 1 16 1 1 1 1 16 1 0 1 16 1 1 16 1 16 # v b try # seed iter score vbar e'(A) 142 20 162 19 -1006254122 169 2.2472 0.2365 0.9916 Best design: 14 1 6 19 16 9 2 6 8 18 2 17 8 0 14 12 15 6 12 9 7 8 6 10 11 2 19 14 4 6 18 8 18 2 7 8 2 11 10 16 2 10 4 7 4 17 18 16 6 7 0 4 18 0 16 13 16 16 6 2 15 8 15 14 9 0 4 16 10 13 16 8 12 3 12 3 12 1 4 2 13 0 10 3 13 13 12 7 12 11 7 17 0 9 14 9 10 13 11 0 8 19 19 14 11 3 5 11 17 14 5 14 15 3 13 3 9 15 0 10 15 19 3 4 15 1 17 18 10 7 18 5 5 15 5 6 11 1 13 17 3 1 12 5 2 5 19 4 1 11 18 1 19 19 9 9 1 17 17 5 7 3 4 19 16 7 18 15 10 13 6 9 12 5 14 18 15 19 3 19 16 7 1 0 18 15 0 18 9 18 9 15 12 5 17 8 11 1 0 3 3 5 13 0 6 2 7 11 7 2 1 3 7 2 3 9 3 9 13 15 7 3 11 18 5 16 17 1 1 19 12 11 1 15 0 13 15 19 14 13 11 9 5 13 13 17 19 8 7 5 11 6 16 16 4 11 11 8 19 4 16 17 12 2 8 10 1 1 2 10 8 3 6 19 2 5 14 8 16 18 16 7 0 0 6 12 1 2 12 10 9 8 13 0 14 4 9 10 8 17 12 14 0 14 6 12 17 4 15 17 10 2 4 5 17 4 6 14 18 10 6 10 14 4 Concurrence matrix: 17 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 17 1 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 1 1 17 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 17 1 1 1 1 1 0 1 1 0 1 1 1 1 1 1 1 16 1 1 1 0 1 0 1 1 1 1 1 0 1 1 1 16 1 1 1 1 1 0 1 1 1 1 1 1 0 0 16 1 1 1 1 1 1 1 0 1 1 1 1 1 16 1 1 1 1 1 0 1 0 1 0 1 1 16 1 0 1 1 1 1 1 0 1 1 1 16 1 1 0 1 1 1 1 1 1 1 16 1 1 1 1 1 0 1 1 1 16 1 1 1 1 1 1 0 0 16 1 1 1 1 1 1 1 16 1 0 1 0 1 1 16 1 1 1 1 1 16 1 0 1 1 16 1 1 1 16 1 1 16 0 16 # v b try # seed iter score vbar e'(A) 143 20 163 3 -753328743 179 2.2333 0.2351 0.9917 Best design: 12 18 0 15 9 8 18 4 2 9 17 12 0 16 3 19 4 14 18 10 8 16 16 17 16 12 10 5 10 0 13 18 10 16 14 3 10 15 2 12 13 2 11 7 11 7 12 8 9 6 18 7 18 0 2 2 15 3 10 16 17 19 16 6 16 8 14 6 4 9 14 6 13 5 0 5 8 7 6 19 4 4 19 14 13 4 6 14 4 17 11 6 6 0 4 8 0 13 12 10 1 11 2 14 15 12 4 2 9 0 7 2 1 19 5 13 19 14 7 10 18 11 15 8 3 1 12 11 3 2 15 9 13 7 5 3 19 17 1 11 13 1 8 9 17 11 0 15 3 1 7 17 5 15 9 17 3 1 18 19 5 1 5 18 9 12 7 5 0 13 12 0 7 11 5 14 18 15 3 1 11 19 0 16 7 12 15 4 11 14 1 1 6 11 17 16 9 15 17 7 0 8 19 5 10 7 5 3 17 10 19 3 17 15 3 5 5 12 18 1 18 18 14 9 1 17 5 13 11 9 18 8 13 18 4 3 11 3 16 6 19 10 15 2 11 9 19 1 10 11 6 9 13 1 1 15 7 3 15 4 19 15 8 9 0 17 7 16 17 14 9 12 13 13 1 12 16 14 6 6 2 6 19 0 16 4 3 14 17 6 2 2 13 5 8 4 12 10 5 4 4 3 19 10 8 7 0 10 18 16 13 10 16 2 14 4 2 6 8 12 14 8 2 2 0 8 Concurrence matrix: 17 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 17 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 17 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 17 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 17 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 17 1 1 1 1 1 1 1 1 1 1 1 0 1 0 16 1 1 1 1 1 1 1 1 1 0 1 1 1 16 1 1 1 1 1 1 1 1 1 1 0 1 16 1 1 1 0 0 0 1 1 1 1 1 16 0 0 1 1 1 0 1 1 1 1 16 0 1 1 1 0 1 1 1 1 16 1 1 1 0 1 1 1 1 16 0 0 1 1 1 1 1 16 0 1 1 1 1 1 16 1 1 1 1 1 16 1 1 1 1 16 1 1 1 16 1 0 16 1 16 # v b try # seed iter score vbar e'(A) 144 20 164 12 1006978053 169 2.2194 0.2336 0.9918 Best design: 6 0 10 12 9 10 0 14 8 18 14 13 18 12 13 12 17 8 0 10 12 1 13 4 8 16 8 6 2 12 7 16 13 2 3 10 5 14 2 1 4 15 4 11 14 2 14 2 15 14 9 13 6 6 4 16 7 8 10 3 16 15 18 10 14 0 5 2 15 18 8 6 2 11 6 6 4 12 11 0 7 0 10 0 18 4 5 15 6 12 2 16 19 18 9 5 4 19 16 3 4 18 12 11 7 1 9 7 16 3 14 13 15 0 19 1 8 4 9 1 5 7 11 2 7 9 19 19 17 10 1 5 3 0 3 17 5 11 17 1 16 19 15 15 17 19 17 3 11 18 11 19 13 9 5 1 8 9 17 5 3 17 13 7 8 9 12 16 19 4 14 15 13 6 6 5 7 3 11 5 7 3 7 11 8 13 7 18 18 17 15 16 1 13 1 11 6 7 13 13 9 3 10 19 0 5 16 9 12 9 1 13 11 5 7 14 5 1 6 15 15 10 5 9 2 1 17 3 17 16 1 0 3 19 19 7 11 19 17 19 14 11 17 19 11 15 9 8 15 5 17 10 0 15 4 7 15 2 6 11 3 2 13 1 12 1 7 18 4 12 12 3 1 6 9 4 6 18 13 17 2 17 18 10 18 8 3 14 10 16 12 10 19 6 4 0 2 10 16 0 16 0 2 0 8 4 4 2 3 16 10 5 6 12 14 14 0 8 2 9 14 4 8 8 18 12 18 14 Concurrence matrix: 17 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 17 1 1 1 1 1 1 0 1 1 0 1 1 1 1 1 1 1 1 17 1 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 17 1 1 1 0 1 1 0 1 1 1 1 1 1 1 1 17 1 0 1 1 1 1 1 1 1 1 1 1 1 0 17 1 1 1 1 1 0 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 0 16 1 1 0 1 1 1 1 1 1 1 1 16 1 1 1 0 1 0 1 0 1 1 16 1 1 1 0 1 0 1 0 1 16 1 1 1 1 1 1 1 1 16 1 1 1 1 1 1 1 16 1 0 1 0 1 1 16 1 0 1 0 1 16 1 0 1 1 16 1 0 1 16 1 1 16 1 16 # v b try # seed iter score vbar e'(A) 145 20 165 28 307038012 169 2.2053 0.2321 0.9921 Best design: 14 7 2 16 10 14 17 18 0 12 9 18 9 13 15 2 2 8 12 4 4 2 7 18 5 10 0 7 14 8 4 17 10 19 13 5 8 6 14 16 8 10 10 6 5 19 6 16 10 4 11 11 18 4 2 16 0 8 0 16 10 12 15 16 0 3 16 3 8 18 2 2 14 6 0 8 17 7 12 4 0 17 13 3 14 0 1 6 6 14 15 13 18 2 18 11 4 13 16 11 12 4 3 17 14 11 15 6 10 12 15 1 9 7 5 15 19 13 3 11 7 15 5 1 3 19 13 9 17 8 11 18 19 1 9 1 6 12 15 13 17 9 19 17 5 3 1 7 0 1 7 5 19 8 9 6 19 11 1 3 9 12 1 5 3 12 19 16 0 14 15 9 0 5 9 5 14 3 3 3 18 17 19 8 14 1 8 13 15 3 1 2 11 16 0 13 7 8 5 11 17 18 11 2 17 3 11 5 14 15 9 2 7 13 0 19 5 13 9 3 9 12 11 10 19 3 3 1 13 17 17 15 16 17 9 10 19 7 1 13 15 1 1 2 16 15 11 5 0 17 1 9 18 7 8 7 8 17 15 19 0 2 14 11 9 7 10 7 12 5 18 11 5 9 1 6 14 2 10 8 10 10 6 4 12 18 12 18 5 6 6 2 6 6 16 2 4 12 19 15 2 16 4 4 12 10 7 14 4 12 14 18 4 6 13 0 4 4 7 8 10 0 4 8 19 13 6 16 16 18 Concurrence matrix: 17 1 1 1 1 1 1 1 1 0 1 1 1 1 0 1 1 1 1 1 17 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 17 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 17 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 17 1 0 1 1 1 1 1 1 1 1 1 1 1 1 17 1 0 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 0 1 1 1 1 1 16 1 0 1 1 1 0 1 0 1 16 1 1 0 1 1 1 1 1 16 1 1 1 0 1 0 1 16 1 0 1 0 1 0 16 1 1 1 1 1 16 1 0 1 0 16 1 0 1 16 1 0 16 1 16 # v b try # seed iter score vbar e'(A) 146 20 166 3 -1075641409 157 2.1914 0.2307 0.9924 Best design: 12 15 0 10 18 4 11 2 8 0 2 18 4 2 4 15 8 9 11 12 5 10 18 18 2 6 11 2 14 16 10 11 9 16 0 7 0 4 7 8 11 0 6 4 14 1 15 2 1 2 2 11 12 12 6 1 19 14 18 0 10 16 4 19 5 0 8 17 3 16 16 18 6 3 8 14 12 4 5 9 5 0 9 10 3 8 8 10 13 14 15 10 8 3 5 6 15 15 6 12 15 16 1 5 12 10 16 3 7 13 18 18 19 2 14 6 4 9 1 11 17 1 19 1 19 19 1 9 12 3 6 16 17 4 13 17 7 13 7 14 13 3 5 13 9 9 19 7 13 17 8 15 11 17 14 17 3 7 5 11 13 17 7 5 6 19 0 11 8 11 11 0 17 12 10 18 10 1 14 16 9 7 18 3 7 1 7 9 7 14 19 14 5 11 11 3 12 13 13 9 16 17 14 2 3 3 1 1 11 19 1 13 10 18 3 5 13 9 11 3 16 5 9 9 19 9 7 4 5 7 19 2 16 15 15 11 1 15 3 4 9 12 5 15 15 6 3 13 17 4 18 5 1 6 7 2 0 3 19 2 17 15 19 8 7 16 12 7 15 13 9 17 19 0 0 8 16 10 1 17 19 18 8 5 10 8 6 2 10 6 13 12 4 15 8 17 0 10 14 6 17 1 12 6 2 5 18 13 16 4 18 2 6 4 10 16 14 2 4 4 10 0 14 14 6 0 12 8 8 18 12 0 Concurrence matrix: 17 1 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 17 1 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 0 17 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 17 1 1 1 1 0 1 1 1 1 1 1 1 1 1 17 1 0 1 1 1 1 1 1 1 1 1 1 1 17 1 0 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 0 16 1 1 1 1 0 0 1 16 0 0 0 1 1 1 16 0 0 1 1 1 16 0 1 1 1 16 1 1 1 16 0 0 16 1 16 # v b try # seed iter score vbar e'(A) 147 20 167 5 -1750883561 174 2.1776 0.2292 0.9927 Best design: 10 7 12 15 10 16 0 19 0 6 2 7 12 9 13 0 16 9 0 12 18 2 4 3 3 14 8 4 2 12 1 17 0 17 6 12 4 8 3 2 19 6 6 18 16 13 14 15 1 8 10 2 12 8 0 18 1 14 10 13 17 14 3 19 14 2 19 2 4 5 0 18 12 8 16 10 14 18 7 6 18 10 15 5 14 12 4 5 16 2 16 16 8 8 13 5 9 17 1 0 13 6 7 16 10 0 5 6 4 9 5 3 11 18 11 14 15 1 17 1 9 6 12 17 5 11 5 18 8 9 11 7 7 4 17 19 9 10 3 9 13 11 11 3 4 3 1 11 19 11 19 9 15 8 11 15 13 15 13 7 19 4 17 15 1 3 7 4 17 18 7 14 3 16 17 18 0 8 5 16 18 1 9 4 5 5 11 17 1 15 1 7 0 15 13 0 3 15 9 7 11 13 14 7 5 13 12 5 7 5 6 17 19 2 13 17 7 17 3 4 13 13 2 19 5 18 17 6 11 9 3 6 15 11 7 0 3 3 13 7 9 14 1 13 5 9 1 15 2 19 1 3 10 17 2 2 19 7 6 4 19 2 4 4 2 8 11 12 12 1 19 11 10 13 15 11 19 10 4 6 11 5 8 16 18 12 4 16 8 9 8 12 2 16 8 12 15 9 14 18 2 0 0 14 6 18 1 10 15 1 10 18 8 14 16 12 3 6 10 0 0 8 10 9 12 16 19 10 6 14 14 16 6 10 Concurrence matrix: 17 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 17 1 1 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 1 17 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 17 1 1 1 1 1 1 1 1 1 0 1 0 1 1 17 1 1 0 1 1 1 1 1 1 1 1 1 1 17 1 1 1 0 1 0 1 1 1 1 1 1 17 1 0 1 1 1 1 1 0 1 1 1 17 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 0 1 1 1 17 1 0 1 1 1 1 1 1 17 1 1 1 1 1 1 1 17 1 1 1 1 1 1 16 1 1 1 0 0 16 1 0 1 1 16 1 0 1 16 1 1 16 0 16 # v b try # seed iter score vbar e'(A) 148 20 168 1 -1668468380 171 2.1634 0.2277 0.9933 Best design: 18 9 14 12 5 4 14 10 0 7 0 2 13 18 6 16 11 9 12 16 5 8 18 8 10 14 6 17 8 13 14 2 14 12 9 19 7 2 18 1 12 4 16 2 13 2 2 2 5 0 12 17 0 1 8 15 8 3 11 10 6 6 10 10 19 16 8 8 4 12 10 1 2 11 15 18 0 17 0 7 6 6 0 4 18 14 4 12 3 8 16 3 16 12 5 8 3 15 10 13 12 13 4 19 1 3 2 14 16 7 16 17 18 6 17 10 1 4 17 4 15 0 18 19 9 9 11 17 15 11 19 19 7 7 7 11 9 1 3 1 17 14 5 6 3 5 11 9 1 11 9 1 5 10 19 4 3 5 19 13 13 3 15 7 15 13 7 15 8 15 0 0 19 9 12 5 10 13 6 4 19 10 8 14 3 19 2 10 11 1 13 10 3 7 13 11 13 11 15 14 3 18 11 14 17 0 4 7 8 11 12 6 17 3 9 1 17 17 15 1 11 11 14 1 2 15 15 13 11 14 4 2 1 8 11 19 14 3 15 3 13 19 7 19 15 9 13 9 5 19 18 17 17 17 19 5 7 3 3 5 5 17 7 7 18 8 12 15 9 1 16 12 9 9 5 13 0 2 9 8 9 15 6 7 12 6 10 5 2 5 1 7 8 6 16 2 16 18 16 0 4 6 0 10 0 4 6 6 16 18 18 12 4 1 14 14 0 2 10 16 8 6 2 12 0 14 10 16 12 13 18 18 4 4 16 5 Concurrence matrix: 17 1 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 17 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 17 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 0 1 1 1 0 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 0 1 0 1 17 1 1 1 0 0 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 0 1 1 1 1 1 1 17 1 1 1 0 1 1 1 1 1 17 0 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 17 1 1 1 1 1 1 17 1 1 1 1 1 17 1 0 1 0 16 1 0 1 16 1 0 16 1 16 # v b try # seed iter score vbar e'(A) 149 20 169 1 879841488 178 2.1495 0.2263 0.9938 Best design: 16 1 14 8 17 16 13 0 18 7 9 17 6 2 16 8 16 14 11 19 5 2 14 12 13 12 12 7 17 13 6 2 3 17 10 14 7 9 17 2 12 0 0 6 7 17 10 0 18 4 6 14 4 14 2 3 4 14 0 12 0 4 9 12 8 0 4 5 12 4 8 10 3 10 10 19 6 0 8 10 14 7 6 4 19 0 1 12 12 18 17 16 16 9 5 15 8 11 8 4 2 15 18 6 18 3 15 17 16 16 8 11 10 10 6 2 5 11 15 18 15 2 18 3 2 6 1 17 9 15 1 11 1 11 13 1 9 5 19 19 7 19 18 1 5 19 13 5 11 7 3 11 10 15 7 7 9 11 5 9 5 15 3 1 13 13 13 19 3 2 15 13 14 13 14 15 18 4 17 5 1 4 14 0 18 18 6 17 14 1 12 9 8 11 6 16 13 18 1 7 6 4 3 5 10 11 1 19 0 3 3 7 0 5 15 15 15 5 2 3 17 9 4 10 9 15 3 9 15 17 17 13 17 19 4 12 11 7 11 3 0 5 8 4 13 18 19 1 7 7 9 17 7 1 5 0 11 10 10 9 6 17 10 19 19 15 9 13 13 11 3 1 8 11 19 7 2 3 9 0 3 19 16 5 8 8 1 5 13 14 15 12 13 1 19 14 8 12 16 16 8 6 0 2 4 8 4 16 12 2 7 14 12 14 4 0 16 16 18 18 14 6 9 8 16 6 10 12 2 2 18 10 10 6 16 12 11 2 Concurrence matrix: 17 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 1 1 1 1 17 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 17 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 17 1 1 1 1 1 1 1 0 1 1 1 0 1 1 17 1 1 1 1 0 1 1 1 0 1 1 1 1 17 1 1 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 0 1 1 1 17 1 1 1 1 1 1 1 1 0 0 17 1 1 0 1 1 1 0 1 1 17 1 1 1 0 1 1 1 1 17 1 0 1 1 1 1 1 17 1 1 1 1 1 1 17 1 1 1 1 1 17 1 1 1 1 17 1 1 1 17 1 1 16 0 16 # v b try # seed iter score vbar e'(A) 150 20 170 1 1669244099 163 2.1355 0.2248 0.9944 Best design: 10 13 16 6 9 0 7 0 3 5 16 14 13 4 6 2 6 7 14 4 3 16 5 16 18 1 0 11 12 0 4 6 9 0 8 15 10 11 5 16 18 18 10 17 8 12 16 18 10 18 0 12 19 12 10 10 4 19 2 12 16 2 14 2 7 6 18 11 2 15 4 2 1 0 16 8 14 2 1 7 0 14 18 8 2 14 12 11 13 13 13 2 9 10 17 6 1 12 0 5 18 17 8 8 11 19 15 11 4 13 19 17 6 18 6 4 8 13 1 19 4 5 10 11 15 19 19 8 12 17 7 10 9 3 15 14 17 3 7 9 14 15 9 9 7 7 17 13 1 17 9 15 3 3 7 5 8 1 1 19 5 15 3 5 17 11 3 3 13 15 14 19 6 8 15 18 3 10 15 13 18 8 7 13 2 15 4 9 4 9 1 2 1 0 15 9 6 3 0 5 15 18 11 7 1 7 7 16 9 4 13 14 19 1 9 11 19 10 5 1 14 19 17 3 12 16 8 5 13 7 9 0 13 12 1 12 17 19 17 17 19 11 11 11 1 13 12 5 2 11 17 19 9 11 18 2 9 4 17 0 11 3 0 17 12 11 15 16 15 3 3 14 0 10 10 3 19 18 18 10 7 7 10 5 19 12 5 6 4 9 0 7 15 14 5 8 2 2 5 6 16 3 13 13 6 16 5 8 2 14 1 12 2 6 8 18 8 1 10 4 10 14 0 16 4 14 16 6 12 18 4 8 6 6 16 17 14 4 12 16 Concurrence matrix: 17 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 17 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 17 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 17 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 0 1 1 1 1 0 1 1 1 17 0 1 1 1 1 1 1 0 1 1 1 1 1 17 1 1 1 1 1 1 0 1 1 1 1 1 17 1 1 1 0 1 1 1 1 1 0 1 17 1 1 1 1 1 1 1 0 1 1 17 1 1 1 1 1 1 1 1 1 17 1 1 1 0 1 1 1 1 17 1 1 1 1 1 0 1 17 1 0 0 1 1 1 17 1 1 1 1 1 17 1 1 1 1 17 1 1 1 17 1 1 17 1 17 # v b try # seed iter score vbar e'(A) 151 20 171 1 161903601 175 2.1229 0.2235 0.9945 Best design: 0 3 10 2 12 16 2 12 18 1 4 18 6 1 5 14 6 9 8 11 10 17 12 18 4 14 17 0 6 4 10 8 10 1 10 16 1 14 6 6 12 8 2 6 2 2 1 4 0 2 0 8 7 15 0 14 0 9 0 14 0 10 13 2 9 2 18 1 10 10 19 13 6 18 5 4 5 19 18 3 6 13 14 10 17 4 8 18 16 7 18 16 1 14 14 12 15 15 8 17 7 8 15 6 3 4 11 3 8 5 19 16 19 16 18 7 11 19 13 7 15 3 3 9 12 11 9 11 9 17 4 13 5 14 7 11 3 15 3 0 12 16 5 19 2 17 11 17 7 4 13 12 8 9 9 17 7 11 1 13 19 1 11 15 5 13 15 19 16 17 5 4 5 5 16 16 1 13 10 9 13 16 17 2 11 19 10 10 15 9 3 4 11 19 0 7 16 15 15 17 1 16 1 13 17 9 3 15 3 5 7 15 14 17 1 12 7 3 15 6 11 2 4 9 11 9 18 19 19 5 5 17 2 15 3 3 19 16 9 15 3 10 11 9 13 13 12 9 1 6 19 11 7 7 0 12 9 0 1 13 3 7 0 10 15 1 18 19 3 7 4 0 5 7 8 17 11 14 18 12 4 6 6 13 5 2 16 5 11 0 1 8 8 4 2 14 8 17 7 12 8 2 4 1 19 12 10 0 18 6 14 6 8 17 4 14 13 0 14 5 18 14 0 2 13 14 10 10 18 12 8 18 2 12 6 12 6 16 8 19 16 18 Concurrence matrix: 18 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 17 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 17 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 17 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 0 1 1 1 1 17 1 1 1 1 1 1 1 0 1 1 1 1 1 17 1 1 1 1 1 1 1 1 1 0 1 0 17 1 0 1 1 1 1 1 1 1 0 1 17 1 0 1 1 1 1 0 1 1 1 17 1 1 1 1 1 1 1 0 1 17 1 1 1 1 0 1 1 1 17 0 1 1 1 1 1 1 17 1 1 1 1 1 1 17 1 1 1 1 1 17 1 1 1 1 17 1 1 1 17 1 0 17 1 17 # v b try # seed iter score vbar e'(A) 152 20 172 2 1877493440 184 2.1105 0.2222 0.9945 Best design: 4 13 16 19 4 11 14 4 10 1 18 16 2 3 0 12 14 7 12 2 14 1 12 7 18 6 13 6 1 17 18 0 4 5 9 4 12 6 8 5 14 18 18 15 16 5 4 10 16 15 2 1 3 0 17 6 16 1 14 18 2 2 7 18 1 18 0 4 11 8 8 10 0 0 13 19 10 6 9 6 16 8 2 7 8 10 5 10 14 6 8 6 0 17 10 16 14 6 19 5 11 2 8 11 3 14 15 17 0 9 5 12 4 2 8 17 11 15 17 10 3 11 0 9 3 19 9 9 7 19 19 11 13 13 12 9 5 7 18 15 16 12 7 2 15 1 17 16 1 3 13 19 15 3 19 7 13 8 12 5 19 5 10 17 9 7 3 13 15 3 1 11 1 3 13 3 0 3 0 5 12 3 19 9 18 15 10 9 16 19 1 4 12 11 17 11 13 14 7 4 15 13 16 15 16 7 17 9 13 18 11 15 7 15 14 13 7 3 18 2 1 19 14 9 17 3 19 11 12 13 11 17 19 12 1 1 5 11 18 3 5 4 17 1 2 19 9 9 7 2 5 0 19 5 11 18 0 15 17 13 17 17 19 7 12 1 9 10 15 5 5 16 9 17 3 10 7 8 6 11 16 14 10 15 13 9 10 10 12 2 0 6 2 0 13 8 10 1 7 6 8 14 12 4 6 2 8 15 2 12 8 11 3 4 0 8 16 6 16 2 0 18 5 6 8 14 4 2 8 1 6 0 10 14 18 4 18 4 6 14 4 12 14 16 Concurrence matrix: 18 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 18 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 17 1 1 1 1 1 1 0 1 1 1 1 1 0 1 17 1 0 1 1 1 1 1 1 1 0 1 1 1 17 1 1 1 1 1 1 1 0 1 0 1 1 17 1 1 1 1 1 1 1 0 1 1 1 17 1 1 1 1 1 1 1 1 1 1 17 1 1 1 0 1 1 1 1 1 17 1 0 1 1 1 1 1 0 17 1 1 1 1 1 0 1 17 1 1 1 1 1 0 17 1 1 1 1 1 17 1 0 1 1 17 1 1 1 17 1 1 17 1 17 # v b try # seed iter score vbar e'(A) 153 20 173 2 -995542487 191 2.0981 0.2209 0.9946 Best design: 12 18 3 19 14 10 1 10 8 12 6 10 1 18 19 6 17 2 5 18 12 16 6 1 8 8 0 15 12 18 7 12 18 14 13 2 10 17 2 9 6 8 13 12 5 7 4 4 11 17 6 10 14 18 19 0 13 12 12 2 2 9 5 2 11 14 17 14 16 16 0 0 3 3 0 8 6 12 18 8 18 18 16 0 3 8 3 14 11 4 0 16 5 8 5 7 4 7 10 2 0 15 10 2 4 13 10 0 19 6 2 5 16 4 11 6 19 3 4 11 4 7 13 6 11 8 5 10 7 16 17 15 1 1 15 9 13 14 3 4 1 9 9 13 11 15 9 13 17 15 15 11 7 19 7 19 15 14 3 5 9 3 7 9 1 16 1 16 19 17 1 17 5 18 4 9 13 15 4 7 0 4 14 7 7 17 0 3 4 9 16 17 17 15 5 10 3 0 3 6 1 13 14 9 17 16 7 1 12 2 19 6 11 13 6 3 5 9 13 14 0 1 3 3 14 19 19 5 19 5 11 9 14 18 13 11 3 15 5 7 6 15 19 17 14 15 11 1 19 11 1 11 13 13 1 17 15 12 12 5 8 17 2 5 7 18 16 7 3 13 12 12 11 3 19 11 15 9 0 13 12 1 18 7 2 9 16 8 5 6 16 5 0 17 18 11 9 4 2 1 19 4 0 10 18 6 10 4 0 15 9 18 12 4 8 19 2 14 17 18 16 6 10 6 16 8 2 0 4 8 1 10 8 2 14 15 10 8 10 2 14 12 8 16 2 10 Concurrence matrix: 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 0 1 1 1 1 17 1 1 1 1 1 0 1 1 1 0 1 1 1 17 1 1 1 0 1 1 1 1 1 1 1 0 17 1 0 1 1 1 1 1 1 1 0 1 17 1 1 1 1 1 0 1 1 1 1 17 1 1 1 1 1 1 1 0 1 17 1 1 1 1 1 1 1 0 17 1 1 1 0 1 1 1 17 0 1 1 0 1 1 17 1 1 0 1 1 17 1 1 1 1 17 1 1 1 17 1 1 17 1 17 # v b try # seed iter score vbar e'(A) 154 20 174 3 -1634908119 176 2.0857 0.2196 0.9947 Best design: 8 7 12 16 11 0 6 5 14 10 15 18 5 10 6 2 3 3 19 19 14 17 8 6 13 11 4 7 12 4 3 14 16 0 10 11 0 13 0 17 6 10 16 8 10 18 16 14 19 7 12 12 2 10 11 13 0 16 15 7 0 0 4 9 4 4 8 8 16 18 2 5 2 16 6 16 12 1 6 10 13 8 4 17 12 2 2 15 18 6 14 7 16 12 17 6 12 9 18 8 1 4 19 1 2 8 0 14 17 17 9 18 18 9 19 14 8 19 4 5 17 14 10 11 18 19 5 15 3 15 17 15 1 9 1 0 7 18 1 7 1 9 17 1 3 11 6 7 15 2 9 4 2 19 11 15 3 9 5 1 5 7 13 5 12 5 11 3 13 13 13 3 13 3 10 13 0 12 5 3 0 17 0 4 7 7 9 5 14 7 11 7 10 5 13 8 2 10 9 19 8 19 14 6 15 7 10 4 14 17 8 15 2 9 15 17 6 6 15 17 19 9 3 1 8 13 16 13 13 0 11 0 5 11 1 15 5 3 15 9 9 13 5 12 18 3 6 1 9 9 19 17 19 0 19 19 11 3 9 12 1 11 19 12 18 5 11 15 16 3 4 7 10 15 6 16 17 12 17 5 17 19 15 6 11 5 16 0 2 4 7 1 18 1 14 3 3 14 8 4 0 1 8 2 4 18 14 10 10 7 10 11 4 16 18 18 12 8 13 8 13 6 14 10 1 3 14 0 6 16 18 2 12 11 14 4 18 2 7 6 2 16 16 4 2 12 1 2 Concurrence matrix: 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 0 1 18 1 1 1 1 1 1 1 1 1 0 1 1 17 1 1 1 1 1 0 1 0 1 1 1 17 1 1 1 1 1 0 1 1 1 0 17 0 0 1 1 1 1 1 1 1 17 0 1 1 1 1 1 1 1 17 1 1 1 1 1 1 1 17 1 1 1 0 1 1 17 1 0 1 1 1 17 1 1 1 0 17 1 1 1 17 1 1 17 1 17 # v b try # seed iter score vbar e'(A) 155 20 175 6 353999445 188 2.0732 0.2182 0.995 Best design: 16 1 2 5 18 17 18 0 8 12 4 8 7 6 10 4 15 11 18 11 4 13 4 14 10 3 15 18 2 12 8 19 17 15 4 15 0 5 16 11 12 18 2 2 10 6 15 6 6 14 3 0 14 14 2 7 1 1 16 2 7 18 6 8 8 0 16 12 10 1 4 10 17 5 6 18 11 6 16 14 12 16 12 19 11 13 12 8 8 8 19 7 12 2 14 18 4 15 10 0 3 17 9 12 4 16 10 14 0 17 6 1 9 9 7 13 4 19 19 19 0 0 13 2 9 16 13 15 19 3 1 17 8 1 5 3 5 2 5 7 14 7 9 17 3 3 9 11 5 6 5 7 10 15 1 17 13 19 5 16 1 17 11 9 7 11 15 3 9 0 13 13 11 9 3 6 13 14 19 0 1 16 12 10 13 9 11 19 12 4 6 17 19 12 7 12 7 7 15 6 9 19 3 15 16 0 3 13 11 18 1 6 17 0 13 2 1 13 17 18 2 3 13 18 7 1 1 5 1 9 3 2 7 8 5 5 15 19 17 3 11 7 7 2 5 19 0 3 9 7 2 5 15 9 6 10 2 5 17 9 9 19 12 19 5 1 9 15 3 13 17 14 9 7 3 13 11 6 3 1 14 11 8 13 12 11 8 0 8 15 8 0 14 10 0 14 15 15 8 19 11 10 5 16 11 12 16 18 6 6 16 18 4 10 17 18 18 10 10 6 14 17 1 0 8 16 0 14 8 10 14 5 2 4 4 16 4 2 18 8 4 4 10 12 2 4 16 18 14 4 Concurrence matrix: 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 0 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 17 1 1 1 1 0 0 1 1 1 17 0 1 0 1 1 1 1 1 17 1 0 1 1 1 1 1 17 1 1 1 1 0 0 17 1 1 1 1 1 17 0 1 1 1 17 1 1 1 17 1 1 17 0 17 # v b try # seed iter score vbar e'(A) 156 20 176 2 1039047092 190 2.0609 0.2169 0.9953 Best design: 6 7 18 10 10 9 10 19 8 15 4 18 1 14 0 9 6 16 9 7 13 18 0 14 7 8 4 4 2 11 15 18 14 6 17 0 10 8 2 3 2 16 11 16 14 10 9 12 3 2 5 4 12 18 5 16 11 11 12 3 8 4 0 16 8 16 1 5 16 6 6 4 2 6 0 3 10 6 12 10 13 14 8 5 12 12 4 4 16 12 14 18 17 3 16 8 19 10 14 1 18 14 2 5 2 13 5 14 3 4 17 17 17 1 8 0 7 15 2 5 1 18 18 17 0 11 5 7 19 6 11 8 9 9 9 17 13 12 6 19 1 0 13 11 3 15 15 19 2 7 7 10 5 7 1 3 19 13 17 19 15 11 15 13 9 3 1 19 0 15 13 7 9 1 11 13 9 17 3 0 7 11 4 3 0 1 1 2 3 8 14 13 10 0 15 9 17 6 18 13 19 5 11 8 8 1 13 5 1 14 19 3 11 17 3 10 6 6 15 18 4 9 19 6 7 10 1 18 15 10 15 2 7 19 17 15 3 13 1 4 15 3 13 19 1 1 17 6 9 8 9 11 16 5 0 15 7 2 16 13 1 7 17 5 19 13 19 12 5 17 12 7 12 8 3 10 14 11 5 14 7 16 16 9 6 9 2 9 15 19 12 5 4 7 4 11 9 17 11 10 19 2 12 18 10 11 12 18 5 8 18 11 3 14 0 13 7 15 10 0 4 16 2 8 12 14 6 14 10 16 2 5 6 18 0 2 14 8 4 2 12 12 18 4 4 6 8 0 16 17 16 0 Concurrence matrix: 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 0 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 18 1 0 1 1 1 1 1 1 1 18 1 0 1 1 1 1 1 1 17 1 1 1 1 1 1 1 17 1 1 1 1 1 1 17 1 0 0 1 1 17 1 1 0 0 17 0 1 1 17 1 1 17 0 17 # v b try # seed iter score vbar e'(A) 157 20 177 1 -192228890 182 2.0485 0.2156 0.9956 Best design: 2 5 6 13 12 0 14 19 0 7 10 14 3 0 15 5 5 8 9 15 12 8 5 6 15 4 8 4 18 13 15 4 17 8 12 16 6 17 19 18 18 7 2 13 14 7 14 6 4 17 0 10 2 12 12 10 12 14 18 9 18 0 16 11 6 16 1 16 0 15 12 5 6 14 18 16 10 14 16 9 8 2 11 2 1 4 10 8 0 13 19 0 18 13 8 16 2 14 7 10 11 18 10 0 7 15 6 14 3 9 5 2 5 13 1 6 11 4 2 5 8 1 17 19 3 4 9 6 10 17 8 12 17 9 9 17 3 9 15 5 1 4 17 16 12 7 15 3 11 11 19 4 7 19 13 9 19 15 2 3 3 1 19 3 13 11 7 17 11 3 1 10 1 7 11 1 13 4 17 9 1 18 6 4 15 10 19 1 0 11 8 9 1 9 10 7 4 2 16 3 12 3 11 12 13 8 11 17 5 11 19 16 4 14 3 13 9 2 16 1 9 15 17 2 19 3 13 13 11 9 4 3 7 13 19 19 17 1 15 18 5 2 6 15 13 18 7 10 19 11 13 15 3 9 12 5 11 4 0 7 10 19 7 18 5 1 7 11 5 13 10 9 0 7 3 14 17 16 5 15 3 5 16 5 10 1 1 14 11 10 8 4 18 15 18 15 2 14 7 2 2 9 6 0 17 16 19 17 7 16 16 14 0 8 12 12 12 14 19 1 14 17 6 6 13 18 0 3 0 0 10 2 4 12 8 8 2 6 16 0 10 6 8 18 4 14 18 8 6 6 8 12 12 5 Concurrence matrix: 18 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 18 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 0 1 1 1 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 0 18 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 18 1 0 1 1 1 1 17 1 1 0 0 1 17 1 1 1 1 17 1 1 0 17 0 1 17 1 17 # v b try # seed iter score vbar e'(A) 158 20 178 1 -822861887 186 2.036 0.2143 0.9961 Best design: 12 12 2 3 1 3 14 17 18 8 16 12 10 18 18 12 17 1 6 3 10 15 10 10 2 7 8 0 14 6 6 2 1 6 3 17 13 10 9 12 18 12 17 5 16 2 9 16 10 5 17 6 14 4 0 4 18 13 7 6 19 6 4 19 16 18 11 2 0 0 12 2 4 18 15 0 10 5 4 11 16 0 1 3 10 12 7 2 7 16 2 10 5 0 5 1 18 4 9 16 14 19 14 7 9 11 3 3 16 11 8 8 17 7 5 18 6 11 4 11 0 14 14 19 1 11 4 9 14 15 7 0 14 19 2 13 8 9 6 1 13 13 8 13 8 17 1 15 19 9 5 13 11 9 7 16 15 13 19 8 4 3 3 13 15 11 15 7 5 17 12 15 9 15 1 5 8 19 19 0 12 9 3 13 4 3 14 2 6 6 18 1 12 3 2 11 13 7 9 11 7 17 13 17 1 4 1 3 17 6 15 10 5 9 1 8 5 15 8 5 1 16 7 5 11 10 5 1 11 9 11 19 16 15 16 15 9 5 9 11 12 13 11 7 7 4 14 17 9 11 5 6 7 8 3 19 1 3 4 7 6 2 12 17 6 9 1 2 19 11 15 19 0 2 3 13 13 13 2 15 12 2 0 5 19 0 14 18 7 6 15 19 18 13 15 19 6 12 2 3 10 6 12 13 18 15 19 2 14 18 17 8 10 5 12 18 0 0 10 0 17 17 4 4 10 0 1 14 17 7 8 4 4 9 3 14 18 16 10 4 16 8 10 0 16 12 14 18 16 8 8 14 16 8 14 10 Concurrence matrix: 18 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 18 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 18 0 1 1 1 1 1 1 18 1 1 1 1 1 1 18 1 1 1 1 1 18 1 1 0 1 17 0 1 0 17 1 0 17 1 17 # v b try # seed iter score vbar e'(A) 159 20 179 1 786592617 177 2.0236 0.213 0.9966 Best design: 10 1 14 16 8 13 10 11 0 4 2 18 14 11 6 4 15 0 7 0 10 5 2 4 9 7 6 0 12 2 15 4 18 14 4 12 0 12 15 11 2 12 14 12 13 19 16 18 10 18 6 16 1 12 8 1 16 8 4 5 8 14 19 2 6 13 2 0 16 14 10 3 5 10 14 3 17 2 17 18 16 19 12 18 1 8 9 6 14 12 7 8 10 4 18 13 14 7 8 6 18 4 0 12 6 8 17 10 19 15 17 0 7 7 16 10 19 8 11 9 16 13 9 9 17 4 17 7 1 16 11 9 3 17 15 0 3 9 3 13 1 1 5 5 9 2 3 13 5 19 15 13 15 6 5 6 5 11 11 19 9 17 3 11 2 7 5 11 19 15 17 3 13 1 3 7 1 19 15 18 3 18 2 6 17 2 5 12 8 13 4 6 19 16 11 7 18 17 6 6 3 15 7 1 5 9 19 13 0 3 3 11 1 5 10 13 14 19 1 11 4 5 15 5 9 14 6 14 5 1 0 17 1 0 19 10 2 13 17 17 2 7 1 17 1 17 9 1 4 1 7 9 7 0 9 15 7 3 8 12 2 17 9 18 12 13 4 9 19 9 15 9 10 15 7 7 18 14 11 3 19 3 3 2 5 11 11 8 14 18 11 6 8 13 8 10 16 14 17 3 18 4 16 10 0 4 16 5 4 15 12 8 16 10 5 2 11 11 14 0 15 12 16 2 12 6 10 15 13 6 8 4 12 6 19 2 7 12 18 8 19 13 16 18 12 10 13 14 16 0 14 15 4 10 0 8 16 0 Concurrence matrix: 18 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 0 18 1 1 1 1 1 1 0 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 0 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 1 1 1 18 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 18 1 1 1 1 1 1 18 1 1 0 1 1 18 1 1 1 1 18 1 0 1 18 1 1 17 1 17 # v b try # seed iter score vbar e'(A) 160 20 180 7 -835837726 173 2.0111 0.2117 0.9972 Best design: 8 5 10 14 2 6 3 16 12 9 16 10 17 6 19 19 14 8 0 16 12 10 8 16 10 3 6 0 3 1 10 13 14 7 4 16 18 10 8 14 16 4 6 16 8 10 9 12 6 2 18 9 2 18 18 0 0 14 0 17 7 14 19 8 0 4 8 15 0 18 8 3 6 6 18 12 0 4 10 12 2 15 2 11 6 6 12 3 17 16 3 12 17 13 2 10 4 15 3 11 1 7 4 7 2 19 1 11 12 14 9 2 11 11 1 5 16 7 0 15 1 18 11 5 18 14 13 19 7 5 5 5 5 4 3 13 2 15 19 1 5 17 1 7 9 15 1 5 11 17 4 8 12 9 11 3 9 14 1 13 19 11 9 13 17 19 13 9 19 17 7 4 15 13 15 15 7 17 18 13 0 15 12 19 12 2 19 8 6 19 1 16 9 10 15 11 18 10 3 6 3 11 6 14 17 1 9 18 9 19 0 11 9 15 15 4 4 3 4 1 11 9 17 18 17 15 7 15 13 8 8 5 17 15 11 15 7 13 11 19 5 11 7 13 13 1 7 17 5 17 14 11 15 18 3 8 19 6 7 14 3 9 10 9 5 19 18 14 0 13 17 16 5 7 5 9 10 13 5 5 6 3 7 14 4 13 18 6 1 2 13 11 17 1 5 14 0 2 2 8 8 19 7 4 10 0 12 10 17 8 10 19 12 3 6 4 16 3 12 10 16 16 2 12 16 14 0 18 12 13 14 9 0 2 8 16 12 6 7 3 4 4 0 2 14 16 18 1 8 4 18 0 1 10 16 2 6 12 2 1 Concurrence matrix: 18 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 18 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 0 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 0 1 18 1 1 1 0 1 1 1 1 1 18 1 1 1 0 1 1 1 1 18 1 1 1 1 1 1 1 18 1 1 1 1 1 1 18 1 1 1 1 1 18 1 1 1 1 18 1 1 1 18 1 1 18 1 18 # v b try # seed iter score vbar e'(A) 161 20 181 1 264502928 190 2 0.2105 0.9972 Best design: 0 8 19 18 9 15 16 8 16 13 2 18 12 3 4 14 14 4 8 18 5 9 6 18 10 14 2 1 0 0 0 4 6 17 6 17 17 15 18 8 10 7 12 18 12 6 16 16 4 16 6 13 12 7 7 10 2 8 16 11 14 2 5 2 6 5 17 8 5 18 2 16 6 12 14 10 16 19 17 18 15 10 6 14 3 10 16 8 12 0 12 10 15 19 5 13 12 19 12 14 15 0 0 3 4 17 11 14 5 10 4 5 3 7 10 11 1 4 17 4 0 18 3 19 11 8 2 7 9 5 1 1 3 1 2 14 17 0 11 4 19 13 1 13 9 9 15 15 1 13 13 19 8 7 13 11 19 15 7 3 13 17 3 11 5 7 6 11 9 15 1 7 9 11 9 9 1 2 3 19 1 14 0 15 0 3 11 8 12 18 3 14 14 18 15 6 17 8 0 19 19 7 13 14 10 13 15 19 19 12 17 13 8 13 6 8 5 13 1 5 18 7 9 5 15 11 11 7 0 11 4 19 1 2 11 1 8 3 9 12 13 5 6 15 1 5 2 11 2 11 7 13 6 1 19 9 12 17 17 15 17 13 5 15 1 0 14 3 5 17 2 7 15 12 9 9 7 14 7 3 16 2 6 5 19 2 3 16 3 16 1 18 1 10 17 16 9 17 15 4 7 11 6 7 4 10 3 10 14 10 19 9 3 11 16 18 4 9 10 18 12 0 5 8 12 0 4 16 8 0 4 14 10 13 0 16 19 16 9 2 18 18 10 4 8 4 6 10 2 12 0 18 8 16 1 6 2 4 17 6 14 12 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 18 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 0 1 1 1 1 18 1 1 1 1 1 1 1 1 0 1 1 18 1 1 1 1 1 1 1 1 0 1 18 1 1 1 1 1 1 1 1 1 18 1 1 0 1 1 1 1 1 18 1 1 1 1 1 1 1 18 1 1 1 1 1 0 18 1 1 1 1 1 18 1 1 1 1 18 1 1 1 18 1 1 18 1 18 # v b try # seed iter score vbar e'(A) 162 20 182 1 -1070566597 187 1.9889 0.2094 0.9973 Best design: 14 18 18 1 5 12 8 14 8 7 14 6 2 16 17 18 3 3 7 14 10 14 2 13 0 2 6 16 16 4 16 0 8 3 0 4 2 10 8 0 0 19 12 11 19 2 13 12 8 4 6 6 0 16 15 13 6 2 2 12 19 0 2 5 13 11 8 17 18 4 15 4 16 11 7 8 4 10 17 10 16 7 14 12 7 17 1 17 18 9 10 7 10 15 12 11 2 15 2 14 0 8 19 12 13 14 16 16 15 17 3 18 14 4 18 13 8 12 9 17 0 13 13 1 15 6 10 10 4 6 17 9 3 10 5 1 9 9 19 5 15 6 11 9 9 5 13 5 3 5 11 19 4 17 18 1 9 15 6 19 19 9 1 3 1 12 1 11 18 5 7 11 3 3 11 15 5 7 7 1 19 3 18 12 11 5 17 14 19 8 6 5 4 13 15 14 1 8 9 1 17 0 12 3 8 7 13 1 3 17 8 7 2 1 7 5 16 13 12 17 9 6 10 11 0 13 1 14 19 17 5 6 17 11 2 4 5 17 15 9 5 6 15 17 11 9 3 9 4 3 10 10 3 1 6 1 0 15 19 6 15 8 13 19 9 16 3 11 15 9 2 7 2 11 16 11 1 4 4 13 7 19 8 13 3 8 5 15 3 7 7 19 11 15 1 9 7 2 17 5 15 14 9 14 12 13 4 19 19 3 0 2 18 19 2 13 14 16 12 18 18 10 0 18 16 6 10 0 18 6 12 16 10 12 18 2 5 10 1 16 14 0 16 16 8 8 18 4 6 0 0 11 14 14 18 0 12 10 4 12 10 7 2 4 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 1 0 18 0 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 0 1 1 1 1 1 1 1 1 18 1 1 1 0 1 1 1 1 1 1 18 1 1 1 0 1 1 1 1 1 18 1 1 1 1 1 1 1 1 18 1 1 0 1 1 1 1 18 1 1 1 1 1 1 18 1 1 1 1 1 18 1 1 1 1 18 1 0 1 18 1 1 18 1 18 # v b try # seed iter score vbar e'(A) 163 20 183 1 1379827501 194 1.9778 0.2082 0.9974 Best design: 6 15 10 13 6 7 0 3 16 0 12 19 12 8 0 14 2 8 4 16 11 2 17 15 0 2 6 9 7 10 9 7 2 19 5 7 4 15 12 8 12 17 6 12 1 14 4 18 19 0 0 18 18 16 2 0 6 5 4 8 16 4 17 2 2 0 2 0 4 18 1 8 16 19 12 18 9 14 16 4 10 6 1 12 0 8 5 10 10 1 4 7 13 10 8 14 6 9 10 5 10 13 6 16 18 2 10 4 2 3 8 7 3 14 19 3 16 18 3 5 8 15 15 12 14 9 4 13 12 3 1 19 9 5 14 7 5 7 17 14 9 17 15 17 13 1 15 13 11 1 1 19 16 7 11 14 11 15 13 11 3 18 9 19 1 13 11 9 3 11 5 17 15 11 18 11 17 5 17 3 6 19 13 4 11 6 5 14 9 12 1 10 10 19 15 10 4 4 1 0 7 14 7 1 12 5 13 7 16 17 17 19 8 13 5 8 17 11 13 10 3 15 16 8 1 3 14 13 5 2 15 9 6 9 12 13 19 11 5 1 3 13 0 5 16 15 5 6 13 7 3 5 19 15 5 15 3 1 4 1 19 1 12 19 9 19 13 15 6 15 11 18 7 9 3 3 3 18 7 7 11 2 19 1 11 11 0 17 18 17 15 13 2 14 18 11 16 0 17 12 16 9 1 11 10 7 6 3 14 17 16 9 8 2 6 18 10 0 12 9 4 16 10 8 7 2 0 6 0 14 10 19 8 18 4 3 10 17 2 4 9 14 18 18 5 2 8 4 8 16 16 4 12 12 14 6 14 0 0 8 6 2 12 18 2 17 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 0 1 1 1 18 1 1 1 0 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 0 1 1 1 1 18 0 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 18 1 1 1 1 0 1 1 18 1 1 1 1 1 0 18 1 1 1 0 1 18 1 1 1 1 18 1 1 1 18 1 1 18 1 18 # v b try # seed iter score vbar e'(A) 164 20 184 1 -1649872812 192 1.9667 0.207 0.9976 Best design: 4 19 10 16 4 19 16 10 18 11 8 2 3 14 1 6 18 12 13 14 0 6 12 1 2 2 18 17 8 14 0 17 4 2 6 0 14 14 14 14 12 13 4 6 5 6 7 18 17 4 13 17 16 9 6 4 0 9 4 8 17 10 0 10 12 14 16 2 0 13 18 11 1 11 0 0 8 15 8 12 11 16 12 11 12 5 16 4 7 8 4 10 7 18 17 10 8 17 0 18 12 2 12 9 15 6 14 2 3 2 5 16 3 0 2 1 18 18 8 10 3 1 11 5 7 9 9 13 8 10 15 9 3 2 15 15 5 16 7 6 9 13 7 9 5 15 3 5 13 1 1 6 19 11 19 10 3 13 15 4 11 11 19 1 5 13 3 17 7 6 5 19 19 15 3 7 7 15 19 17 16 19 1 9 16 7 12 15 0 5 6 16 12 1 16 6 7 6 15 8 9 8 7 13 14 1 13 7 3 17 5 13 3 2 7 1 15 15 13 16 9 11 7 1 0 9 6 17 9 19 5 14 19 19 3 5 14 17 5 11 2 19 9 14 7 7 18 19 6 15 11 12 6 1 16 10 3 17 5 1 0 9 17 14 9 2 17 3 4 11 7 17 11 15 3 0 9 4 3 17 4 0 13 3 5 4 1 0 10 9 19 10 19 7 13 12 5 11 13 2 2 1 2 4 12 4 8 4 18 1 8 10 10 18 17 10 6 11 5 13 1 5 15 15 16 16 12 2 10 11 14 2 4 19 16 18 16 19 13 6 15 18 0 14 18 12 8 10 8 8 10 14 6 11 14 18 2 12 0 8 4 18 12 18 3 0 8 3 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 1 0 1 18 1 1 0 1 1 1 1 1 1 1 18 1 1 1 0 1 1 1 1 1 18 1 0 1 1 1 1 1 1 18 1 1 1 1 1 1 1 18 1 1 1 1 1 1 18 1 1 1 1 1 18 1 1 1 0 18 0 1 1 18 1 1 18 1 18 # v b try # seed iter score vbar e'(A) 165 20 185 1 800628733 212 1.9556 0.2058 0.9979 Best design: 6 1 14 6 2 14 9 16 12 9 4 17 2 14 13 6 14 10 4 19 6 0 3 8 16 10 11 10 1 5 16 0 19 12 19 18 19 19 1 12 16 4 3 15 0 16 3 0 11 4 13 2 14 2 0 8 9 8 8 16 10 19 10 18 12 5 2 5 8 18 5 14 15 2 6 0 7 0 4 11 12 8 0 6 9 10 1 18 1 6 16 18 4 5 6 4 5 4 1 15 15 7 16 0 14 7 12 19 7 13 2 4 18 18 10 1 6 2 10 15 12 11 11 5 5 14 1 8 16 19 15 10 13 3 9 15 12 3 9 13 3 0 17 7 8 7 11 2 11 17 6 18 5 15 3 12 4 19 17 17 9 8 7 13 7 7 11 1 13 13 17 18 17 9 14 9 15 3 17 11 3 17 1 8 13 3 13 19 2 9 6 1 14 6 15 14 1 10 5 11 16 0 6 0 7 9 2 7 16 19 14 17 7 18 11 1 16 5 8 13 5 9 15 19 7 12 3 15 1 12 11 17 15 9 1 2 11 15 16 1 18 3 19 5 9 0 3 1 2 10 3 5 17 15 10 16 11 5 14 7 7 11 18 6 19 9 11 19 1 17 13 8 11 5 19 3 6 11 9 15 8 13 16 7 18 17 9 13 13 8 17 18 17 16 7 15 19 7 3 17 14 13 4 3 7 2 0 10 4 6 18 2 6 10 18 10 5 8 8 4 4 4 13 10 9 14 6 4 5 2 2 3 19 12 18 17 4 0 16 0 5 10 12 13 0 0 10 14 18 8 4 1 3 15 4 2 9 8 8 12 14 12 12 16 6 2 12 12 0 14 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 18 1 1 1 1 1 1 1 1 0 18 1 1 1 0 1 1 1 1 18 0 1 1 1 1 1 1 18 1 1 1 1 1 1 18 1 1 0 1 1 18 1 1 1 1 18 1 0 1 18 1 1 18 1 18 # v b try # seed iter score vbar e'(A) 166 20 186 1 -1851975938 193 1.9444 0.2047 0.9982 Best design: 2 19 18 6 3 1 1 18 19 14 16 7 18 1 19 16 4 14 4 7 10 9 10 2 2 12 13 18 18 8 16 11 8 10 12 14 9 4 15 0 8 11 10 10 11 12 10 0 7 1 10 11 2 8 1 19 0 6 12 8 4 13 0 4 6 15 16 6 18 0 7 18 4 15 16 0 16 15 6 17 10 5 9 2 16 16 2 19 2 14 13 14 17 19 14 12 2 17 8 14 5 12 8 14 15 0 7 7 10 8 6 12 6 2 3 2 13 11 0 7 14 13 5 8 6 6 13 5 5 11 5 9 12 4 4 3 8 18 17 15 19 17 9 3 19 5 17 12 19 16 7 15 6 7 11 1 4 9 13 13 3 15 11 3 17 5 15 3 0 5 9 7 9 1 13 18 9 1 3 11 17 1 3 5 9 17 6 5 1 12 10 11 19 8 15 8 12 15 0 3 11 11 10 4 17 11 14 19 5 1 18 10 3 7 13 0 18 3 10 6 14 1 5 0 17 15 16 17 15 2 9 11 19 16 9 9 7 13 8 19 17 7 2 15 17 5 8 5 14 19 11 11 15 16 5 10 13 19 12 3 9 11 17 9 1 5 16 15 3 15 1 3 7 16 19 13 9 6 10 14 5 9 4 13 7 18 3 2 6 3 1 7 17 16 13 13 17 8 3 13 8 11 16 14 12 1 2 1 16 9 0 7 19 1 2 18 6 6 3 13 16 7 15 10 9 18 12 18 4 17 6 11 8 5 0 2 12 14 4 14 4 12 18 18 6 12 19 4 10 4 2 4 12 18 1 7 14 4 0 10 0 6 2 4 0 8 0 8 2 0 10 14 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 18 1 1 1 1 1 0 1 18 1 0 1 1 1 1 18 1 0 1 1 1 18 1 1 1 1 18 1 1 1 18 1 0 18 1 18 # v b try # seed iter score vbar e'(A) 167 20 187 1 1248651995 208 1.9333 0.2035 0.9985 Best design: 10 6 4 18 9 10 7 8 3 19 6 16 1 2 12 12 10 13 9 8 9 10 0 0 7 18 5 7 17 19 1 0 10 1 17 6 2 16 6 8 16 16 4 8 1 5 14 6 7 18 12 4 8 10 4 16 17 0 14 2 7 0 13 18 12 6 8 0 12 3 2 4 9 15 4 6 14 2 18 19 18 5 16 4 6 14 13 2 8 12 12 8 2 15 0 7 14 2 10 2 0 7 17 14 16 7 9 12 16 13 11 12 8 9 8 10 10 11 14 9 14 15 11 17 0 15 12 14 1 11 18 19 1 9 13 3 5 4 0 3 5 17 1 17 2 15 18 4 1 4 3 18 15 13 5 5 13 1 3 16 3 3 7 19 17 3 5 19 11 11 11 6 6 19 15 15 5 19 13 15 17 19 11 5 13 9 11 2 5 18 7 5 7 14 6 5 11 1 14 11 6 16 10 6 9 15 10 17 18 12 16 15 9 15 3 13 9 9 10 1 17 11 13 18 10 7 9 2 18 6 11 5 13 4 14 9 3 2 7 14 9 9 6 7 18 1 14 5 15 19 13 9 19 12 17 7 17 7 10 3 3 1 11 11 3 19 15 6 17 15 5 17 0 1 15 7 4 14 15 19 1 6 13 9 4 14 11 8 1 19 17 8 19 0 18 7 2 13 1 17 11 2 19 15 7 13 16 3 6 5 4 11 12 3 5 0 12 8 3 19 2 8 0 8 8 5 13 19 16 8 2 0 11 17 0 16 13 10 1 14 10 12 18 12 2 16 4 8 1 0 0 12 4 16 12 16 18 10 3 12 4 13 4 10 8 16 18 10 14 3 2 0 6 4 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 19 1 1 1 1 1 1 18 1 1 1 0 1 18 1 0 1 1 18 1 1 0 18 1 1 18 1 18 # v b try # seed iter score vbar e'(A) 168 20 188 1 -2142801341 200 1.9222 0.2023 0.999 Best design: 0 9 14 1 5 14 6 19 4 19 14 16 1 10 16 12 18 6 0 19 19 6 1 12 4 18 8 1 0 13 8 18 6 7 4 14 10 7 8 9 2 14 12 5 17 10 5 2 7 19 4 5 0 4 2 6 3 16 17 2 14 6 7 6 10 16 12 0 14 2 12 8 14 0 16 12 16 6 8 9 17 15 8 0 4 16 19 10 10 18 10 15 10 12 14 10 4 1 14 18 2 18 6 15 15 2 2 10 6 9 9 13 5 9 12 8 16 17 13 8 7 3 0 5 18 13 4 17 17 17 12 11 18 13 1 8 5 15 3 3 3 15 2 19 7 11 11 11 4 0 5 3 13 13 16 17 18 12 11 1 9 15 11 19 13 11 13 19 17 11 5 11 7 13 3 15 1 9 7 9 1 15 3 15 7 0 11 3 16 15 16 19 9 10 16 7 0 15 6 5 9 7 10 8 1 4 10 17 11 0 17 10 15 2 16 7 18 11 19 5 12 11 17 7 2 15 0 11 6 9 16 11 5 4 7 4 13 9 12 3 5 7 5 8 1 4 13 0 2 15 17 18 18 9 3 15 13 19 9 4 1 1 19 15 11 13 17 17 14 14 1 9 9 13 3 3 5 12 8 13 6 1 3 1 14 5 19 11 13 17 19 3 11 17 16 13 3 10 6 9 6 18 7 14 1 11 1 2 3 8 7 14 14 8 18 0 12 15 19 6 7 19 15 18 8 5 0 9 13 10 12 5 6 10 8 2 19 12 4 17 5 0 3 6 16 14 3 2 8 16 12 0 12 4 18 10 10 0 12 14 8 4 18 2 4 7 2 2 6 8 4 18 16 14 1 2 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 19 1 1 1 1 1 1 19 1 1 1 1 1 19 1 1 1 1 18 0 1 1 18 1 1 18 0 18 # v b try # seed iter score vbar e'(A) 169 20 189 1 -460150598 196 1.9111 0.2012 0.9994 Best design: 14 1 14 16 14 13 10 12 2 18 9 5 0 9 16 8 7 12 1 4 0 12 11 0 5 6 6 3 18 18 10 7 12 16 4 18 2 3 1 4 6 8 1 4 8 7 8 13 16 10 13 0 5 14 18 10 12 12 16 14 12 15 18 2 3 11 8 13 4 19 6 6 0 0 4 18 9 16 15 14 6 10 6 0 3 18 2 10 6 14 9 17 14 2 17 7 16 0 16 4 13 8 2 11 11 14 11 16 13 10 5 4 11 7 2 4 3 15 15 3 8 15 8 6 19 13 8 5 0 1 7 18 7 3 15 5 1 19 1 17 11 10 7 1 12 2 13 9 17 9 9 9 5 19 6 7 17 12 5 1 19 11 15 15 13 8 15 9 2 17 5 3 17 17 19 1 5 15 10 19 9 12 11 17 19 19 3 7 17 6 19 0 14 10 5 13 3 17 10 19 17 8 17 2 12 19 10 5 12 13 13 9 3 15 3 18 5 13 12 0 1 1 9 16 5 12 9 11 15 12 19 17 14 2 17 13 1 18 2 11 15 7 13 1 7 19 5 15 15 11 17 8 18 11 5 16 3 17 3 8 16 9 11 18 0 7 7 7 17 15 9 9 12 7 7 15 1 13 18 5 11 3 1 19 11 1 5 3 2 9 11 11 6 19 11 18 0 7 16 14 7 16 6 0 0 17 3 19 10 10 9 15 19 16 2 4 4 6 14 14 3 2 2 10 8 4 2 8 8 4 4 12 3 9 14 16 4 0 1 8 18 16 14 4 0 12 14 6 6 13 15 18 1 4 14 13 2 6 18 2 4 10 6 10 0 10 12 6 0 14 16 10 16 5 4 8 8 13 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 19 1 1 1 1 1 1 19 1 1 1 1 1 19 1 1 1 1 19 1 1 1 19 1 1 18 0 18 # v b try # seed iter score vbar e'(A) 170 20 190 1 1903572458 191 1.9 0.2 1 Best design: 6 17 2 0 7 4 9 6 7 18 7 8 14 4 18 8 12 10 16 1 12 5 2 18 17 10 13 4 8 5 8 0 7 16 2 13 2 0 19 4 11 14 11 3 8 12 5 0 4 0 16 14 3 10 4 10 12 2 18 19 10 16 15 18 6 8 13 18 7 18 14 3 16 9 12 14 14 13 1 12 8 8 18 9 6 14 10 4 18 6 5 12 10 2 12 12 2 17 17 12 6 10 17 19 10 17 11 16 17 4 19 11 4 16 2 7 2 7 14 17 13 14 9 2 7 1 6 13 9 17 9 11 16 5 4 3 15 9 11 15 0 3 18 5 15 1 19 1 19 19 3 0 15 6 1 6 19 1 5 14 8 11 9 15 11 19 15 3 15 0 0 11 15 3 5 3 7 16 15 1 13 1 9 11 5 13 7 5 13 1 13 11 14 13 5 14 1 7 15 0 17 4 7 13 12 16 7 14 4 19 0 17 6 11 15 3 9 3 10 1 14 15 11 13 13 15 3 4 11 2 5 3 9 19 17 5 9 5 7 9 7 0 1 6 19 0 11 1 8 5 2 17 19 14 11 19 3 16 9 3 16 17 11 15 10 19 9 1 17 6 11 12 9 19 5 6 7 1 17 4 15 15 17 7 2 16 8 13 4 19 17 16 9 6 9 19 3 5 12 12 13 15 18 6 9 19 18 1 12 2 18 13 12 15 18 18 18 12 3 14 8 4 1 4 10 7 18 4 13 10 17 5 10 18 16 6 18 14 10 2 16 16 1 0 11 8 0 10 2 5 3 0 6 14 14 16 6 6 4 2 8 2 8 0 13 12 0 2 3 12 8 0 16 10 8 7 8 10 10 8 Concurrence matrix: 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 1 19 1 1 1 1 1 1 1 19 1 1 1 1 1 1 19 1 1 1 1 1 19 1 1 1 1 19 1 1 1 19 1 1 19 1 19 Note: mad used 13014.06 seconds.